Publikationen

• [ 2024 ]
• [ 2023 ]
• [ 2022 ]
• [ 2021 ]
• [ 2020 ]
• [ 2019 ]
• [ 2018 ]
• [ 2017 ]
• [ 2016 ]
• [ 2015 ]
• [ 2014 ]
• [ 2013 ]
• [ 2012 ]
• [ 2011 ]
• [ 2010 ]
• [ 2009 (to appear) ]
• [ 2009 ]
• [ 2008 ]
• [ 2007 ]
• [ 2006 ]
• [ 2005 ]
• [ 2004 ]
• [ 2003 ]
• [ 2002 ]
• [ 2001 ]
• [ 2000 ]
• [ 1999 ]
• [ 1998 ]
• [ 1997 ]
• [ 1996 ]
• [ 1995 ]
• [ 1994 ]
• [ 1993 ]
• [ 1992 ]
• [ 1991 ]
• [ 1990 ]
• [ 1989 ]
• [ 1988 ]
• [ 1987 ]
• [ 1986 ]
• [ 1985 ]
• [ 1984 ]
• [ 1983 ]

• 
  Argumentation effect of a chatbot for ethical discussions about autonomous AI scenarios. Hauptmann, Christian; Krenzer, Adrian; V{ö}lkel, Justin; Puppe, Frank. In Knowledge and Information Systems. 2024.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  This paper explores the potential of a German-language chatbot to engage users in argumentative dialogues on ethically sensitive topics. Utilizing an argumentative knowledge graph, the chatbot is equipped to engage in discussions on the ethical implications of autonomous AI systems in hypothetical future scenarios in the fields of medicine, law, and self-driving cars. In a study with 178 student participants, we investigated the chatbot's argumentation effect---its ability to offer new perspectives, gain user acceptance, and broaden users' viewpoints on complex issues. The results indicated a substantial argumentation effect, with 13--21{\%} of participants shifting their opinions to more moderate stances after interacting with the chatbot. This shift demonstrates the system's effectiveness in fostering informed discourse and increasing users' understanding of AI ethics. While the chatbot was well-received, with users acknowledging the quality of its arguments, we identified opportunities for improvement in its argument recognition capabilities. Despite this, our results indicate the chatbot's potential as an educational tool in engaging users with the ethical dimensions of AI technology and promoting informed discourse.

  @article{Hauptmann2024, abstract = {This paper explores the potential of a German-language chatbot to engage users in argumentative dialogues on ethically sensitive topics. Utilizing an argumentative knowledge graph, the chatbot is equipped to engage in discussions on the ethical implications of autonomous AI systems in hypothetical future scenarios in the fields of medicine, law, and self-driving cars. In a study with 178 student participants, we investigated the chatbot's argumentation effect—its ability to offer new perspectives, gain user acceptance, and broaden users' viewpoints on complex issues. The results indicated a substantial argumentation effect, with 13–21{\%} of participants shifting their opinions to more moderate stances after interacting with the chatbot. This shift demonstrates the system's effectiveness in fostering informed discourse and increasing users' understanding of AI ethics. While the chatbot was well-received, with users acknowledging the quality of its arguments, we identified opportunities for improvement in its argument recognition capabilities. Despite this, our results indicate the chatbot's potential as an educational tool in engaging users with the ethical dimensions of AI technology and promoting informed discourse.}, author = {Hauptmann, Christian and Krenzer, Adrian and V{\"o}lkel, Justin and Puppe, Frank}, journal = {Knowledge and Information Systems}, keywords = {from:hauptmann}, month = {03}, title = {Argumentation effect of a chatbot for ethical discussions about autonomous AI scenarios}, year = 2024 }
• 
  Argumentation effect of a chatbot for ethical discussions about autonomous AI scenarios. Hauptmann, Christian; Krenzer, Adrian; V{ö}lkel, Justin; Puppe, Frank. In Knowledge and Information Systems. 2024.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  This paper explores the potential of a German-language chatbot to engage users in argumentative dialogues on ethically sensitive topics. Utilizing an argumentative knowledge graph, the chatbot is equipped to engage in discussions on the ethical implications of autonomous AI systems in hypothetical future scenarios in the fields of medicine, law, and self-driving cars. In a study with 178 student participants, we investigated the chatbot's argumentation effect---its ability to offer new perspectives, gain user acceptance, and broaden users' viewpoints on complex issues. The results indicated a substantial argumentation effect, with 13--21{\%} of participants shifting their opinions to more moderate stances after interacting with the chatbot. This shift demonstrates the system's effectiveness in fostering informed discourse and increasing users' understanding of AI ethics. While the chatbot was well-received, with users acknowledging the quality of its arguments, we identified opportunities for improvement in its argument recognition capabilities. Despite this, our results indicate the chatbot's potential as an educational tool in engaging users with the ethical dimensions of AI technology and promoting informed discourse.

  @article{Hauptmann2024, abstract = {This paper explores the potential of a German-language chatbot to engage users in argumentative dialogues on ethically sensitive topics. Utilizing an argumentative knowledge graph, the chatbot is equipped to engage in discussions on the ethical implications of autonomous AI systems in hypothetical future scenarios in the fields of medicine, law, and self-driving cars. In a study with 178 student participants, we investigated the chatbot's argumentation effect—its ability to offer new perspectives, gain user acceptance, and broaden users' viewpoints on complex issues. The results indicated a substantial argumentation effect, with 13–21{\%} of participants shifting their opinions to more moderate stances after interacting with the chatbot. This shift demonstrates the system's effectiveness in fostering informed discourse and increasing users' understanding of AI ethics. While the chatbot was well-received, with users acknowledging the quality of its arguments, we identified opportunities for improvement in its argument recognition capabilities. Despite this, our results indicate the chatbot's potential as an educational tool in engaging users with the ethical dimensions of AI technology and promoting informed discourse.}, author = {Hauptmann, Christian and Krenzer, Adrian and V{\"o}lkel, Justin and Puppe, Frank}, journal = {Knowledge and Information Systems}, keywords = {from:hauptmann}, month = {03}, title = {Argumentation effect of a chatbot for ethical discussions about autonomous AI scenarios}, year = 2024 }

• 
  Using a Clinical Data Warehouse to Calculate and Present Key Metrics for the Radiology Department: Implementation and Performance Evaluation. Liman, Leon; May, Bernd; Fette, Georg; Krebs, Jonathan; Puppe, Frank. In {JMIR} Medical Informatics, 11, p. e41808. {JMIR} Publications Inc., 2023.
  • [ BibTeX ]
  • [ URL ]
  @article{Liman_2023, author = {Liman, Leon and May, Bernd and Fette, Georg and Krebs, Jonathan and Puppe, Frank}, journal = {{JMIR} Medical Informatics}, keywords = {myown}, month = {05}, pages = {e41808}, publisher = {{JMIR} Publications Inc.}, title = {Using a Clinical Data Warehouse to Calculate and Present Key Metrics for the Radiology Department: Implementation and Performance Evaluation}, volume = 11, year = 2023 }
• 
  SKOS-Utils: Developing and Checking SKOS Knowledge Graphs (Tool Presentation). Baumeister, Joachim; Ross, Valentin. In LWDA 2023 - Learning, Knowledge, Data, Analysis. 2023.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{BR:FGWM:23, author = {Baumeister, Joachim and Ross, Valentin}, booktitle = {LWDA 2023 - Learning, Knowledge, Data, Analysis}, keywords = {skos}, title = {SKOS-Utils: Developing and Checking SKOS Knowledge Graphs (Tool Presentation)}, year = 2023 }
• 
  Analyse, Produktion, Reflexion: Nachnutzungsszenarien für Forschungsdaten am Beispiel der Daten des Projekts Dehmel digital. Bläß, Sandra; Flüh, Marie; Nantke, Julia; Reul, Christian. In DHd2023: Open Humanities, Open Culture. 2023.
  • [ BibTeX ]
  • [ URL ]
  @article{blass2023analyse, author = {Bläß, Sandra and Flüh, Marie and Nantke, Julia and Reul, Christian}, journal = {DHd2023: Open Humanities, Open Culture}, keywords = {myown}, title = {Analyse, Produktion, Reflexion: Nachnutzungsszenarien für Forschungsdaten am Beispiel der Daten des Projekts Dehmel digital}, year = 2023 }
• 
  Algorithmen-gestützte Analyse visuell-materieller Eigenschaften von Briefen. Nantke, Julia; Reul, Christian; Bläß, Sandra; Flüh, Marie. In DHd2023: Open Humanities, Open Culture. 2023.
  • [ BibTeX ]
  • [ URL ]
  @article{nantke2023algorithmengesttzte, author = {Nantke, Julia and Reul, Christian and Bläß, Sandra and Flüh, Marie}, journal = {DHd2023: Open Humanities, Open Culture}, keywords = {myown}, title = {Algorithmen-gestützte Analyse visuell-materieller Eigenschaften von Briefen}, year = 2023 }
• 
  Synoptische Interfaces Digitaler Editionen. Herbst, Yannik; Roeder, Torsten; Reul, Christian. In DHd2023: Open Humanities, Open Culture. 2023.
  • [ BibTeX ]
  • [ URL ]
  @article{herbst2023synoptische, author = {Herbst, Yannik and Roeder, Torsten and Reul, Christian}, journal = {DHd2023: Open Humanities, Open Culture}, keywords = {myown}, title = {Synoptische Interfaces Digitaler Editionen}, year = 2023 }
• 
  Case-Based Sample Generation using Multi-Armed Bandits. Korger, Andreas; Baumeister, Joachim. In Lernen, Wissen, Daten, Analysen (LWDA), pp. 282–297. 2023.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{korger2023casebased, author = {Korger, Andreas and Baumeister, Joachim}, booktitle = {Lernen, Wissen, Daten, Analysen (LWDA)}, keywords = {evaluation}, pages = {282-297}, title = {Case-Based Sample Generation using Multi-Armed Bandits}, year = 2023 }
• 
  Case-Based Sample Generation using Multi-Armed Bandits. Korger, Andreas; Baumeister, Joachim. In ICCBR 2023: International Conference on Case-Based Reasoning. Springer, 2023.
  • [ BibTeX ]
  @inproceedings{KB:ICCBR:2023, author = {Korger, Andreas and Baumeister, Joachim}, booktitle = {ICCBR 2023: International Conference on Case-Based Reasoning}, keywords = {cbr}, publisher = {Springer}, title = {Case-Based Sample Generation using Multi-Armed Bandits}, year = 2023 }

• 
  Semantische Tiefenerschließung historischer Lexika mittels Text- und Typographieerkennung. Reul, Christian. In Ursula Rautenberg/Anja Voeste (Hgg.): Typographie. Theoretische Konzeptionen, historische Perspektiven, künstlerische Applikationen. 2022.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Bei der Konvertierung typographisch komplexer Textvorlagen in eine elektronische Form stellt die rein textuelle Erfassung, z. B. mittels Optical Character Recognition (OCR), häufig nur den ersten Bearbeitungsschritt dar. Um die logische Struktur solcher Texte zu erschließen, ist zudem eine präzise automatische Erkennung der enthaltenen typographischen Attribute nötig. Dieser Artikel stellt eine Methode vor, die durch Training einer frei verfügbaren Texterkennungssoftware eine feinkörnige Klassifikation typographischer Auszeichnungsmittel ermöglicht und die so gewonnenen semantischen Informationen auf das Ergebnis der textuellen Erkennung abbildet. Als Anwendungsbeispiel dient Daniel Sanders‘ Wörterbuch der Deutschen Sprache, in dem der Typographie eine besonders wichtige und komplexe semantische Funktion zukommt.

  @article{reul2021semantische, abstract = {Bei der Konvertierung typographisch komplexer Textvorlagen in eine elektronische Form stellt die rein textuelle Erfassung, z. B. mittels Optical Character Recognition (OCR), häufig nur den ersten Bearbeitungsschritt dar. Um die logische Struktur solcher Texte zu erschließen, ist zudem eine präzise automatische Erkennung der enthaltenen typographischen Attribute nötig. Dieser Artikel stellt eine Methode vor, die durch Training einer frei verfügbaren Texterkennungssoftware eine feinkörnige Klassifikation typographischer Auszeichnungsmittel ermöglicht und die so gewonnenen semantischen Informationen auf das Ergebnis der textuellen Erkennung abbildet. Als Anwendungsbeispiel dient Daniel Sanders‘ Wörterbuch der Deutschen Sprache, in dem der Typographie eine besonders wichtige und komplexe semantische Funktion zukommt.}, author = {Reul, Christian}, journal = {Ursula Rautenberg/Anja Voeste (Hgg.): Typographie. Theoretische Konzeptionen, historische Perspektiven, künstlerische Applikationen}, keywords = {myown}, title = {Semantische Tiefenerschließung historischer Lexika mittels Text- und Typographieerkennung}, year = 2022 }
• 
  OCR4all - Massenvolltextdigitalisierung von Drucken mithilfe von OCR-D und hochqualitative Transkription von Handschriften. Langhanki, Florian; Wehner, Maximilian; Baierer, Konstantin; Hinrichsen, Lena; Reul, Christian. In DHd2022: Kulturen des digitalen Gedächtnisses. 2022.
  • [ BibTeX ]
  • [ URL ]
  @article{langhanki2022ocr4all, author = {Langhanki, Florian and Wehner, Maximilian and Baierer, Konstantin and Hinrichsen, Lena and Reul, Christian}, journal = {DHd2022: Kulturen des digitalen Gedächtnisses}, keywords = {myown}, title = {OCR4all - Massenvolltextdigitalisierung von Drucken mithilfe von OCR-D und hochqualitative Transkription von Handschriften}, year = 2022 }
• 
  Open Source Handwritten Text Recognition on Medieval Manuscripts using Mixed Models and Document-Specific Finetuning. Reul, Christian; Tomasek, Stefan; Langhanki, Florian; Springmann, Uwe. In 2022 15th IAPR International Workshop on Document Analysis Systems. 2022.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  This paper deals with the task of practical and open source Handwritten Text Recognition (HTR) on German medieval manuscripts. We report on our efforts to construct mixed recognition models which can be applied out-of-the-box without any further document-specific training but also serve as a starting point for finetuning by training a new model on a few pages of transcribed text (ground truth). To train the mixed models we collected a corpus of 35 manuscripts and ca. 12.5k text lines for two widely used handwriting styles, Gothic and Bastarda cursives. Evaluating the mixed models out-of-the-box on four unseen manuscripts resulted in an average Character Error Rate (CER) of 6.22%. After training on 2, 4 and eventually 32 pages the CER dropped to 3.27%, 2.58%, and 1.65%, respectively. While the in-domain recognition and training of models (Bastarda model to Bastarda material, Gothic to Gothic) unsurprisingly yielded the best results, finetuning out-of-domain models to unseen scripts was still shown to be superior to training from scratch. Our new mixed models have been made openly available to the community.

  @article{reul2022source, abstract = {This paper deals with the task of practical and open source Handwritten Text Recognition (HTR) on German medieval manuscripts. We report on our efforts to construct mixed recognition models which can be applied out-of-the-box without any further document-specific training but also serve as a starting point for finetuning by training a new model on a few pages of transcribed text (ground truth). To train the mixed models we collected a corpus of 35 manuscripts and ca. 12.5k text lines for two widely used handwriting styles, Gothic and Bastarda cursives. Evaluating the mixed models out-of-the-box on four unseen manuscripts resulted in an average Character Error Rate (CER) of 6.22%. After training on 2, 4 and eventually 32 pages the CER dropped to 3.27%, 2.58%, and 1.65%, respectively. While the in-domain recognition and training of models (Bastarda model to Bastarda material, Gothic to Gothic) unsurprisingly yielded the best results, finetuning out-of-domain models to unseen scripts was still shown to be superior to training from scratch. Our new mixed models have been made openly available to the community.}, author = {Reul, Christian and Tomasek, Stefan and Langhanki, Florian and Springmann, Uwe}, journal = {2022 15th IAPR International Workshop on Document Analysis Systems}, keywords = {myown:selected}, title = {Open Source Handwritten Text Recognition on Medieval Manuscripts using Mixed Models and Document-Specific Finetuning}, year = 2022 }
• 
  Layered drawing of undirected graphs with generalized port constraints. Zink, Johannes; Walter, Julian; Baumeister, Joachim; Wolff, Alexander. In Computational Geometry: Theory and Applications, 105-106, p. 101886. 2022.
  • [ Abstract ]
  • [ BibTeX ]
  The aim of this research is a practical method to draw cable plans of complex machines. Such plans consist of electronic components and cables connecting specific ports of the components. Since the machines are configured for each client individually, cable plans need to be drawn automatically. The drawings must be well readable so that technicians can use them to debug the machines. In order to model plug sockets, we introduce port groups; within a group, ports can change their position (which we use to improve the aesthetics of the layout), but together the ports of a group must form a contiguous block. We approach the problem of drawing such cable plans by extending the well-known Sugiyama framework such that it incorporates ports and port groups. Since the framework assumes directed graphs, we propose several ways to orient the edges of the given undirected graph. We compare these methods experimentally, both on real-world data and synthetic data that carefully simulates real-world data. We measure the aesthetics of the resulting drawings by counting bends and crossings. Using these metrics, we experimentally compare our approach to Kieler JVLC 2014, a library for drawing graphs in the presence of port constraints. Our method produced 10--30 \% fewer crossings, while it performed equally well or slightly worse than Kieler with respect to the number of bends and the time used to compute a drawing.

  @article{ZINK2022101886, abstract = {The aim of this research is a practical method to draw cable plans of complex machines. Such plans consist of electronic components and cables connecting specific ports of the components. Since the machines are configured for each client individually, cable plans need to be drawn automatically. The drawings must be well readable so that technicians can use them to debug the machines. In order to model plug sockets, we introduce port groups; within a group, ports can change their position (which we use to improve the aesthetics of the layout), but together the ports of a group must form a contiguous block. We approach the problem of drawing such cable plans by extending the well-known Sugiyama framework such that it incorporates ports and port groups. Since the framework assumes directed graphs, we propose several ways to orient the edges of the given undirected graph. We compare these methods experimentally, both on real-world data and synthetic data that carefully simulates real-world data. We measure the aesthetics of the resulting drawings by counting bends and crossings. Using these metrics, we experimentally compare our approach to Kieler JVLC 2014, a library for drawing graphs in the presence of port constraints. Our method produced 10–30 \% fewer crossings, while it performed equally well or slightly worse than Kieler with respect to the number of bends and the time used to compute a drawing.}, author = {Zink, Johannes and Walter, Julian and Baumeister, Joachim and Wolff, Alexander}, journal = {Computational Geometry: Theory and Applications}, keywords = {myown}, pages = 101886, title = {Layered drawing of undirected graphs with generalized port constraints}, volume = {105-106}, year = 2022 }
• 
  Automated provision of clinical routine data for a complex clinical follow-up study: A data warehouse solution. Kaspar, Mathias; Fette, Georg; Hanke, Monika; Ertl, Maximilian; Puppe, Frank; Störk, Stefan. In Health Informatics Journal, 28(1), P. Bamidis (ed.). 2022.
  • [ BibTeX ]
  • [ URL ]
  @article{kaspar2022automated, author = {Kaspar, Mathias and Fette, Georg and Hanke, Monika and Ertl, Maximilian and Puppe, Frank and Störk, Stefan}, editor = {Bamidis, Panagiotis}, journal = {Health Informatics Journal}, keywords = {myown}, month = {01}, number = 1, title = {Automated provision of clinical routine data for a complex clinical follow-up study: A data warehouse solution}, volume = 28, year = 2022 }
• 
  Conflict Handling in Product Configuration using Answer Set Programming. Herud, Konstantin; Baumeister, Joachim; Sabuncu, Orkunt; Schaub, Torsten. In ICLP Workshop Answer Set Programming and Other Computing Paradigms. 2022.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{hbs:22, author = {Herud, Konstantin and Baumeister, Joachim and Sabuncu, Orkunt and Schaub, Torsten}, booktitle = {ICLP Workshop Answer Set Programming and Other Computing Paradigms}, keywords = {explanation}, title = {Conflict Handling in Product Configuration using Answer Set Programming}, year = 2022 }
• 
  Structured, Harmonized, and Interoperable Integration of Clinical Routine Data to Compute Heart Failure Risk Scores. Sommer, Kim K.; Amr, Ali; Bavendiek, Udo; Beierle, Felix; Brunecker, Peter; Dathe, Henning; Eils, Jürgen; Ertl, Maximilian; Fette, Georg; Gietzelt, Matthias; Heidecker, Bettina; Hellenkamp, Kristian; Heuschmann, Peter; Hoos, Jennifer D. E.; Kesztyüs, Tibor; Kerwagen, Fabian; Kindermann, Aljoscha; Krefting, Dagmar; Landmesser, Ulf; Marschollek, Michael; Meder, Benjamin; Merzweiler, Angela; Prasser, Fabian; Pryss, Rüdiger; Richter, Jendrik; Schneider, Philipp; Störk, Stefan; Dieterich, Christoph. In Life, 12(5)(749), P. W. Dabrowski (ed.). 2022.
  • [ BibTeX ]
  • [ URL ]
  @article{sommer2022structured, author = {Sommer, Kim K. and Amr, Ali and Bavendiek, Udo and Beierle, Felix and Brunecker, Peter and Dathe, Henning and Eils, Jürgen and Ertl, Maximilian and Fette, Georg and Gietzelt, Matthias and Heidecker, Bettina and Hellenkamp, Kristian and Heuschmann, Peter and Hoos, Jennifer D. E. and Kesztyüs, Tibor and Kerwagen, Fabian and Kindermann, Aljoscha and Krefting, Dagmar and Landmesser, Ulf and Marschollek, Michael and Meder, Benjamin and Merzweiler, Angela and Prasser, Fabian and Pryss, Rüdiger and Richter, Jendrik and Schneider, Philipp and Störk, Stefan and Dieterich, Christoph}, editor = {Dabrowski, Piotr Wojtek}, journal = {Life}, keywords = {myown}, number = 749, title = {Structured, Harmonized, and Interoperable Integration of Clinical Routine Data to Compute Heart Failure Risk Scores}, volume = {12(5)}, year = 2022 }
• 
  Handwritten Text Recognition und Word Mover’s Distance als Grundlagen der digitalen Edition "Die Kindheit Jesu Konrads von Fußesbrunnen". Tomasek, Stefan; Reul, Christian; Wehner, Maximilian. In DHd2022: Kulturen des digitalen Gedächtnisses. 2022.
  • [ BibTeX ]
  • [ URL ]
  @article{tomasek2022handwritten, author = {Tomasek, Stefan and Reul, Christian and Wehner, Maximilian}, journal = {DHd2022: Kulturen des digitalen Gedächtnisses}, keywords = {myown}, title = {Handwritten Text Recognition und Word Mover’s Distance als Grundlagen der digitalen Edition "Die Kindheit Jesu Konrads von Fußesbrunnen"}, year = 2022 }
• 
  {Adapting Coreference Algorithms to German Fairy Tales}. Schmidt, David; Krug, Markus; Puppe, Frank. In Proceedings of the DHd 2022, M. Geierhos, P. Trilcke, I. Börner, S. Seifert, A. Busch, P. Helling (eds.). Zenodo, 2022.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{schmidt_david_2022_6328165, author = {Schmidt, David and Krug, Markus and Puppe, Frank}, booktitle = {Proceedings of the DHd 2022}, editor = {Geierhos, Michaela and Trilcke, Peer and Börner, Ingo and Seifert, Sabine and Busch, Anna and Helling, Patrick}, keywords = {dhd}, month = {03}, publisher = {Zenodo}, title = {{Adapting Coreference Algorithms to German Fairy Tales}}, year = 2022 }
• 
  Querying a Clinical Data Warehouse for Combinations of Clinical and Imaging Data. Kaspar, Mathias; Liman, Leon; Morbach, Caroline; Dietrich, Georg; Seidlmayer, Lea Katharina; Puppe, Frank; Störk, Stefan. In Journal of Digital Imaging. Springer Science and Business Media {LLC}, 2022.
  • [ BibTeX ]
  • [ URL ]
  @article{Kaspar_2022, author = {Kaspar, Mathias and Liman, Leon and Morbach, Caroline and Dietrich, Georg and Seidlmayer, Lea Katharina and Puppe, Frank and Störk, Stefan}, journal = {Journal of Digital Imaging}, keywords = {myown}, month = 11, publisher = {Springer Science and Business Media {LLC}}, title = {Querying a Clinical Data Warehouse for Combinations of Clinical and Imaging Data}, year = 2022 }

• 
  OCR-D & OCR4all: Two Complementary Approaches for Improved OCR of Historical Sources. Baierer, Konstantin; Büttner, Andreas; Engl, Elisabeth; Hinrichsen, Lena; Reul, Christian. In 6th International Workshop on Computational History. 2021.
  • [ Abstract ]
  • [ BibTeX ]
  In order to leverage recent advances within the field of computer science for tasks ranging from full text search to various forms of quantitative analysis, an important desideratum in many areas of historical research is the availability of sources in the form of machine-actionable text. Here we present two complementary and free-to-use approaches, OCR-D and OCR4all. They deal with the conversion of scanned historical documents into such machine-actionable text and allow to tackle a variety of different use cases with diverse user requirements regarding both quantity and quality.

  @article{baierer2021ocr4all, abstract = {In order to leverage recent advances within the field of computer science for tasks ranging from full text search to various forms of quantitative analysis, an important desideratum in many areas of historical research is the availability of sources in the form of machine-actionable text. Here we present two complementary and free-to-use approaches, OCR-D and OCR4all. They deal with the conversion of scanned historical documents into such machine-actionable text and allow to tackle a variety of different use cases with diverse user requirements regarding both quantity and quality.}, author = {Baierer, Konstantin and Büttner, Andreas and Engl, Elisabeth and Hinrichsen, Lena and Reul, Christian}, journal = {6th International Workshop on Computational History}, keywords = {myown}, title = {OCR-D & OCR4all: Two Complementary Approaches for Improved OCR of Historical Sources}, year = 2021 }
• 
  One-Model Ensemble-Learning for Text Recognition of Historical Printings. Wick, Christoph; Reul, Christian. In Proceedings of the 16th International Conference on Document Analysis and Recognition ICDAR 2021. 2021.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In this paper, we propose a novel method for Automatic Text Recognition (ATR) on early printed books. Our approach signi�cantly reduces the Character Error Rates (CERs) for book-speci�c training when only a few lines of Ground Truth (GT) are available and considerably outperforms previous methods. An ensemble of models is trained simultaneously by optimising each one independently but also with respect to a fused output obtained by averaging the individual con�dence matrices. Various experiments on �ve early printed books show that this approach already outperforms the current state-of-the-art by up to 20% and 10% on average. Replacing the averaging of the con�dence matrices during prediction with a con�dence-based voting boosts our results by an additional 8% leading to a total average improvement of about 17%.

  @article{wick2021onemodel, abstract = {In this paper, we propose a novel method for Automatic Text Recognition (ATR) on early printed books. Our approach signi�cantly reduces the Character Error Rates (CERs) for book-speci�c training when only a few lines of Ground Truth (GT) are available and considerably outperforms previous methods. An ensemble of models is trained simultaneously by optimising each one independently but also with respect to a fused output obtained by averaging the individual con�dence matrices. Various experiments on �ve early printed books show that this approach already outperforms the current state-of-the-art by up to 20% and 10% on average. Replacing the averaging of the con�dence matrices during prediction with a con�dence-based voting boosts our results by an additional 8% leading to a total average improvement of about 17%.}, author = {Wick, Christoph and Reul, Christian}, booktitle = {Proceedings of the 16th International Conference on Document Analysis and Recognition ICDAR 2021}, keywords = {myown:selected}, title = {One-Model Ensemble-Learning for Text Recognition of Historical Printings}, year = 2021 }
• 
  Mixed Model OCR Training on Historical Latin Script for Out-of-the-Box Recognition and Finetuning. Reul, Christian; Wick, Christoph; Nöth, Maximilian; Büttner, Andreas; Wehner, Maximilian; Springmann, Uwe. In 6th International Workshop on Historical Document Imaging and Processing. 2021.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In order to apply Optical Character Recognition (OCR) to historical printings of Latin script fully automatically, we report on our efforts to construct a widely-applicable polyfont recognition model yielding text with a Character Error Rate (CER) around 2% when applied out-of-the-box. Moreover, we show how this model can be further finetuned to specific classes of printings with little manual and computational effort. The mixed or polyfont model is trained on a wide variety of materials, in terms of age (from the 15th to the 19th century), typography (various types of Fraktur and Antiqua), and languages (among others, German, Latin, and French). To optimize the results we combined established techniques of OCR training like pretraining, data augmentation, and voting. In addition, we used various preprocessing methods to enrich the training data and obtain more robust models. We also implemented a two-stage approach which first trains on all available, considerably unbalanced data and then refines the output by training on a selected more balanced subset. Evaluations on 29 previously unseen books resulted in a CER of 1.73%, outperforming a widely used standard model with a CER of 2.84% by almost 40%. Training a more specialized model for some unseen Early Modern Latin books starting from our mixed model led to a CER of 1.47%, an improvement of up to 50% compared to training from scratch and up to 30% compared to training from the aforementioned standard model. Our new mixed model is made openly available to the community.

  @article{reul2021mixed, abstract = {In order to apply Optical Character Recognition (OCR) to historical printings of Latin script fully automatically, we report on our efforts to construct a widely-applicable polyfont recognition model yielding text with a Character Error Rate (CER) around 2% when applied out-of-the-box. Moreover, we show how this model can be further finetuned to specific classes of printings with little manual and computational effort. The mixed or polyfont model is trained on a wide variety of materials, in terms of age (from the 15th to the 19th century), typography (various types of Fraktur and Antiqua), and languages (among others, German, Latin, and French). To optimize the results we combined established techniques of OCR training like pretraining, data augmentation, and voting. In addition, we used various preprocessing methods to enrich the training data and obtain more robust models. We also implemented a two-stage approach which first trains on all available, considerably unbalanced data and then refines the output by training on a selected more balanced subset. Evaluations on 29 previously unseen books resulted in a CER of 1.73%, outperforming a widely used standard model with a CER of 2.84% by almost 40%. Training a more specialized model for some unseen Early Modern Latin books starting from our mixed model led to a CER of 1.47%, an improvement of up to 50% compared to training from scratch and up to 30% compared to training from the aforementioned standard model. Our new mixed model is made openly available to the community.}, author = {Reul, Christian and Wick, Christoph and Nöth, Maximilian and Büttner, Andreas and Wehner, Maximilian and Springmann, Uwe}, journal = {6th International Workshop on Historical Document Imaging and Processing}, keywords = {myown:selected}, title = {Mixed Model OCR Training on Historical Latin Script for Out-of-the-Box Recognition and Finetuning}, year = 2021 }
• 
  Calculating Key Figures for Radiology Departments Using a Clinical Data Warehouse – A Technical Case Report. Liman, Leon; Fette, Georg; Krebs, Jonathan; Puppe, Frank. In Studies in Health Technology and Informatics, 283, pp. 69–77. 2021.
  • [ BibTeX ]
  @article{liman2021calculating, author = {Liman, Leon and Fette, Georg and Krebs, Jonathan and Puppe, Frank}, journal = {Studies in Health Technology and Informatics}, keywords = {myown}, pages = {69 - 77}, title = {Calculating Key Figures for Radiology Departments Using a Clinical Data Warehouse – A Technical Case Report}, volume = 283, year = 2021 }
• 
  Detecting Scenes in Fiction: A new Segmentation Task. Zehe, Albin; Konle, Leonard; Dümpelmann, Lea; Gius, Evelyn; Hotho, Andreas; Jannidis, Fotis; Kaufmann, Lucas; Krug, Markus; Puppe, Frank; Reiter, Nils; Schreiber, Annekea; Wiedmer, Nathalie. In Proceedings of the 16th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 1, Long Papers. ACL, 2021.
  • [ BibTeX ]
  @inproceedings{zehe2021detecting, author = {Zehe, Albin and Konle, Leonard and Dümpelmann, Lea and Gius, Evelyn and Hotho, Andreas and Jannidis, Fotis and Kaufmann, Lucas and Krug, Markus and Puppe, Frank and Reiter, Nils and Schreiber, Annekea and Wiedmer, Nathalie}, booktitle = {Proceedings of the 16th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 1, Long Papers}, keywords = {eacl}, publisher = {ACL}, title = {Detecting Scenes in Fiction: A new Segmentation Task}, year = 2021 }
• 
  Rule-based Semantic Relation Extraction in Regulatory Documents. Korger, Andreas; Baumeister, Joachim. In Learning. Knowledge. Data. Analytics. Munich, Germany, 2021.
  • [ BibTeX ]
  • [ Download ]
  @inproceedings{Korger2021, address = {Munich, Germany}, author = {Korger, Andreas and Baumeister, Joachim}, booktitle = {Learning. Knowledge. Data. Analytics}, keywords = {myown}, month = {09}, title = {Rule-based Semantic Relation Extraction in Regulatory Documents}, year = 2021 }
• 
  Calculating Key Figures for Radiology Departments Using a Clinical Data Warehouse – A Technical Case Report. Liman, Leon; Fette, Georg; Krebs, Jonathan; Puppe, Frank. In Studies in Health Technology and Informatics, 283, pp. 69–77. 2021.
  • [ BibTeX ]
  @article{liman2021calculating, author = {Liman, Leon and Fette, Georg and Krebs, Jonathan and Puppe, Frank}, journal = {Studies in Health Technology and Informatics}, keywords = {myown}, pages = {69 - 77}, title = {Calculating Key Figures for Radiology Departments Using a Clinical Data Warehouse – A Technical Case Report}, volume = 283, year = 2021 }
• 
  The {F}airy{N}et Corpus - Character Networks for {G}erman Fairy Tales. Schmidt, David; Zehe, Albin; Lorenzen, Janne; Sergel, Lisa; D{ü}ker, Sebastian; Krug, Markus; Puppe, Frank. In Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, pp. 49–56. Association for Computational Linguistics, Punta Cana, Dominican Republic (online), 2021.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  This paper presents a data set of German fairy tales, manually annotated with character networks which were obtained with high inter rater agreement. The release of this corpus provides an opportunity of training and comparing different algorithms for the extraction of character networks, which so far was barely possible due to heterogeneous interests of previous researchers. We demonstrate the usefulness of our data set by providing baseline experiments for the automatic extraction of character networks, applying a rule-based pipeline as well as a neural approach, and find the neural approach outperforming the rule-approach in most evaluation settings.

  @inproceedings{schmidt-etal-2021-fairynet, abstract = {This paper presents a data set of German fairy tales, manually annotated with character networks which were obtained with high inter rater agreement. The release of this corpus provides an opportunity of training and comparing different algorithms for the extraction of character networks, which so far was barely possible due to heterogeneous interests of previous researchers. We demonstrate the usefulness of our data set by providing baseline experiments for the automatic extraction of character networks, applying a rule-based pipeline as well as a neural approach, and find the neural approach outperforming the rule-approach in most evaluation settings.}, address = {Punta Cana, Dominican Republic (online)}, author = {Schmidt, David and Zehe, Albin and Lorenzen, Janne and Sergel, Lisa and D{\"u}ker, Sebastian and Krug, Markus and Puppe, Frank}, booktitle = {Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature}, keywords = {CharacterNetwork}, month = 11, pages = {49–56}, publisher = {Association for Computational Linguistics}, title = {The {F}airy{N}et Corpus - Character Networks for {G}erman Fairy Tales}, year = 2021 }

• 
  Unlocking the PACS DICOM Domain for its Use in Clinical Research Data Warehouses. Kaspar, Mathias; Liman, Leon; Ertl, Maximilian; Fette, Georg; Seidlmayer, Lea Katharina; Schreiber, Laura; Puppe, Frank; Störk, Stefan. In J. Digit. Imaging, 33(4), pp. 1016–1025. 2020.
  • [ BibTeX ]
  • [ URL ]
  @article{journals/jdi/KasparLEFSSPS20, author = {Kaspar, Mathias and Liman, Leon and Ertl, Maximilian and Fette, Georg and Seidlmayer, Lea Katharina and Schreiber, Laura and Puppe, Frank and Störk, Stefan}, journal = {J. Digit. Imaging}, keywords = {misbased}, number = 4, pages = {1016-1025}, title = {Unlocking the PACS DICOM Domain for its Use in Clinical Research Data Warehouses.}, volume = 33, year = 2020 }
• 
  Calamari - A High-Performance Tensorflow-based Deep Learning Package for Optical Character Recognition. Wick, Christoph; Reul, Christian; Puppe, Frank. In Digital Humanities Quarterly, 14(2). 2020.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Optical Character Recognition (OCR) on contemporary and historical data is still in the focus of many researchers. Especially historical prints require book specific trained OCR models to achieve applicable results [Springmann and Lüdeling 2017] [Reul et al. 2017a]. To reduce the human effort for manually annotating ground truth (GT) various techniques such as voting and pretraining have shown to be very efficient [Reul et al. 2018a] [Reul et al. 2018b]. Calamari is a new open source OCR line recognition software that both uses state-of-the art Deep Neural Networks (DNNs) implemented in Tensorflow and giving native support for techniques such as pretraining and voting. The customizable network architectures constructed of Convolutional Neural Networks (CNNS) and Long-Short-Term-Memory (LSTM) layers are trained by the so-called Connectionist Temporal Classification (CTC) algorithm of Graves et al. (2006). Optional usage of a GPU drastically reduces the computation times for both training and prediction. We use two different datasets to compare the performance of Calamari to OCRopy, OCRopus3, and Tesseract 4. Calamari reaches a Character Error Rate (CER) of 0.11% on the UW3 dataset written in modern English and 0.18% on the DTA19 dataset written in German Fraktur, which considerably outperforms the results of the existing softwares.

  @article{wick2020calamari, abstract = {Optical Character Recognition (OCR) on contemporary and historical data is still in the focus of many researchers. Especially historical prints require book specific trained OCR models to achieve applicable results [Springmann and Lüdeling 2017] [Reul et al. 2017a]. To reduce the human effort for manually annotating ground truth (GT) various techniques such as voting and pretraining have shown to be very efficient [Reul et al. 2018a] [Reul et al. 2018b]. Calamari is a new open source OCR line recognition software that both uses state-of-the art Deep Neural Networks (DNNs) implemented in Tensorflow and giving native support for techniques such as pretraining and voting. The customizable network architectures constructed of Convolutional Neural Networks (CNNS) and Long-Short-Term-Memory (LSTM) layers are trained by the so-called Connectionist Temporal Classification (CTC) algorithm of Graves et al. (2006). Optional usage of a GPU drastically reduces the computation times for both training and prediction. We use two different datasets to compare the performance of Calamari to OCRopy, OCRopus3, and Tesseract 4. Calamari reaches a Character Error Rate (CER) of 0.11% on the UW3 dataset written in modern English and 0.18% on the DTA19 dataset written in German Fraktur, which considerably outperforms the results of the existing softwares.}, author = {Wick, Christoph and Reul, Christian and Puppe, Frank}, journal = {Digital Humanities Quarterly}, keywords = {myown:selected}, number = 2, title = {Calamari - A High-Performance Tensorflow-based Deep Learning Package for Optical Character Recognition}, volume = 14, year = 2020 }
• 
  Layered Drawing of Undirected Graphs with Generalized Port Constraints. Walter, Julian; Zink, Johannes; Baumeister, Joachim; Wolff, Alexander. In 28th International Symposium on Graph Drawing and Network Visualization (GD 2020). 2020.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  The aim of this research is a practical method to draw cable plans of complex machines. Such plans consist of electronic components and cables connecting specific ports of the components. Since the machines are configured for each client individually, cable plans need to be drawn automatically. The drawings must be well readable so that technicians can use them to debug the machines. In order to model plug sockets, we introduce port groups; within a group, ports can change their position (which we use to improve the aesthetics of the layout), but together the ports of a group must form a contiguous block. We approach the problem of drawing such cable plans by extending the well-known Sugiyama framework such that it incorporates ports and port groups. Since the framework assumes directed graphs, we propose several ways to orient the edges of the given undirected graph. We compare these methods experimentally, both on real-world data and synthetic data that carefully simulates real-world data. We measure the aesthetics of the resulting drawings by counting bends and crossings. Using these metrics, we compare our approach to Kieler [JVLC 2014], a library for drawing graphs in the presence of port constraints.

  @inproceedings{walter2020layered, abstract = {The aim of this research is a practical method to draw cable plans of complex machines. Such plans consist of electronic components and cables connecting specific ports of the components. Since the machines are configured for each client individually, cable plans need to be drawn automatically. The drawings must be well readable so that technicians can use them to debug the machines. In order to model plug sockets, we introduce port groups; within a group, ports can change their position (which we use to improve the aesthetics of the layout), but together the ports of a group must form a contiguous block. We approach the problem of drawing such cable plans by extending the well-known Sugiyama framework such that it incorporates ports and port groups. Since the framework assumes directed graphs, we propose several ways to orient the edges of the given undirected graph. We compare these methods experimentally, both on real-world data and synthetic data that carefully simulates real-world data. We measure the aesthetics of the resulting drawings by counting bends and crossings. Using these metrics, we compare our approach to Kieler [JVLC 2014], a library for drawing graphs in the presence of port constraints.}, author = {Walter, Julian and Zink, Johannes and Baumeister, Joachim and Wolff, Alexander}, booktitle = {28th International Symposium on Graph Drawing and Network Visualization (GD 2020)}, keywords = {myown}, note = {cite arxiv:2008.10583}, title = {Layered Drawing of Undirected Graphs with Generalized Port Constraints}, year = 2020 }
• 
  Translating openEHR Models to FHIR. Fette, Georg; Ertl, Max; Störk, Stefan. In MIE, Vol. 270 of Studies in Health Technology and Informatics, L. B. Pape-Haugaard, C. Lovis, I. C. Madsen, P. Weber, P. H. Nielsen, P. Scott (eds.), pp. 1415–1416. IOS Press, 2020.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/mie/FetteES20, author = {Fette, Georg and Ertl, Max and Störk, Stefan}, booktitle = {MIE}, crossref = {conf/mie/2020}, editor = {Pape-Haugaard, Louise Bilenberg and Lovis, Christian and Madsen, Inge Cort and Weber, Patrick and Nielsen, Per Hostrup and Scott, Philip}, keywords = {misbased}, note = {Conference cancelled because of Covid-19.}, pages = {1415-1416}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Translating openEHR Models to FHIR.}, volume = 270, year = 2020 }
• 
  Techniques for the Automatic Extraction of Character Networks in German Historic Novels. Technical Report (PhD dissertation), . Krug, Markus. PhD dissertation. Universit{ä}t W{ü}rzburg, 2020.
  • [ BibTeX ]
  @phdthesis{Krug2020, author = {Krug, Markus}, keywords = {myown}, school = {Universit{\"a}t W{\"u}rzburg}, title = {Techniques for the Automatic Extraction of Character Networks in German Historic Novels}, type = {doctoralthesis}, year = 2020 }
• 
  Unlocking the PACS DICOM Domain for its Use in Clinical Research Data Warehouses. Kaspar, Mathias; Liman, Leon; Ertl, Maximilian; Fette, Georg; Seidlmayer, Lea Katharina; Schreiber, Laura; Puppe, Frank; Störk, Stefan. In J. Digit. Imaging, 33(4), pp. 1016–1025. 2020.
  • [ BibTeX ]
  • [ URL ]
  @article{journals/jdi/KasparLEFSSPS20, author = {Kaspar, Mathias and Liman, Leon and Ertl, Maximilian and Fette, Georg and Seidlmayer, Lea Katharina and Schreiber, Laura and Puppe, Frank and Störk, Stefan}, journal = {J. Digit. Imaging}, keywords = {misbased}, number = 4, pages = {1016-1025}, title = {Unlocking the PACS DICOM Domain for its Use in Clinical Research Data Warehouses.}, volume = 33, year = 2020 }
• 
  Construction of a Corpus for the Evaluation of Textual Case-based Reasoning Architectures. Korger, Andreas; Baumeister, Joachim. In LWDA 2020 -- Lernen, Wissen, Daten, Analysen. 2020.
  • [ BibTeX ]
  @inproceedings{KB:20, author = {Korger, Andreas and Baumeister, Joachim}, booktitle = {LWDA 2020 – Lernen, Wissen, Daten, Analysen}, keywords = {myown}, title = {Construction of a Corpus for the Evaluation of Textual Case-based Reasoning Architectures}, year = 2020 }
• 
  Integrating user-specified Knowledge for semi-automatic Coreference Resolution. Schmidt, David; Krug, Markus; Puppe, Frank. Verband Digital Humanities im deutschsprachigen Raum, 2020.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{schmidt2020integrating, author = {Schmidt, David and Krug, Markus and Puppe, Frank}, keywords = {coreference}, month = {02}, organization = {Verband Digital Humanities im deutschsprachigen Raum}, title = {Integrating user-specified Knowledge for semi-automatic Coreference Resolution}, year = 2020 }
• 
  Case-Based Generation of Regulatory Documents and their Semantic Relatedness. Korger, Andreas; Baumeister, Joachim. In Proceedings of the Future of Information and Communications Conference (FICC) 2020, of Advances in Intelligent Systems and Computing. Springer, San Francisco., 2020.
  • [ BibTeX ]
  @inproceedings{korger2020casebased, address = {San Francisco.}, author = {Korger, Andreas and Baumeister, Joachim}, booktitle = {Proceedings of the Future of Information and Communications Conference (FICC) 2020}, keywords = {myown}, month = {03}, publisher = {Springer}, series = {Advances in Intelligent Systems and Computing}, title = {Case-Based Generation of Regulatory Documents and their Semantic Relatedness}, year = 2020 }
• 
  Coagulation factor XIII activity predicts left ventricular remodelling after acute myocardial infarction. Frey, Anna; Gassenmaier, Tobias; Hofmann, Ulrich; Schmitt, Dominik; Fette, Georg; Marx, Almuth; Herterich, Sabine; Boivin‐Jahns, Valérie; Ertl, Georg; Bley, Thorsten; Frantz, Stefan; Jahns, Roland; Störk, Stefan. In ESC heart failure, 7(5), pp. 2354–2364. 2020.
  • [ BibTeX ]
  @article{frey2020coagulation, author = {Frey, Anna and Gassenmaier, Tobias and Hofmann, Ulrich and Schmitt, Dominik and Fette, Georg and Marx, Almuth and Herterich, Sabine and Boivin‐Jahns, Valérie and Ertl, Georg and Bley, Thorsten and Frantz, Stefan and Jahns, Roland and Störk, Stefan}, journal = {ESC heart failure}, keywords = {myown}, month = 10, number = 5, pages = {2354-2364}, title = {Coagulation factor XIII activity predicts left ventricular remodelling after acute myocardial infarction}, volume = 7, year = 2020 }

• 
  OCR4all - An Open-Source Tool Providing a (Semi-)Automatic OCR Workflow for Historical Printings. Reul, Christian; Christ, Dennis; Hartelt, Alexander; Balbach, Nico; Wehner, Maximilian; Springmann, Uwe; Wick, Christoph; Grundig, Christine; Büttner, Andreas; Puppe, Frank. In Applied Sciences, 9(22). 2019.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Optical Character Recognition (OCR) on historical printings is a challenging task mainly due to the complexity of the layout and the highly variant typography. Nevertheless, in the last few years, great progress has been made in the area of historical OCR, resulting in several powerful open-source tools for preprocessing, layout analysis and segmentation, character recognition, and post-processing. The drawback of these tools often is their limited applicability by non-technical users like humanist scholars and in particular the combined use of several tools in a workflow. In this paper, we present an open-source OCR software called OCR4all, which combines state-of-the-art OCR components and continuous model training into a comprehensive workflow. While a variety of materials can already be processed fully automatically, books with more complex layouts require manual intervention by the users. This is mostly due to the fact that the required ground truth for training stronger mixed models (for segmentation, as well as text recognition) is not available, yet, neither in the desired quantity nor quality. To deal with this issue in the short run, OCR4all offers a comfortable GUI that allows error corrections not only in the final output, but already in early stages to minimize error propagations. In the long run, this constant manual correction produces large quantities of valuable, high quality training material, which can be used to improve fully automatic approaches. Further on, extensive configuration capabilities are provided to set the degree of automation of the workflow and to make adaptations to the carefully selected default parameters for specific printings, if necessary. During experiments, the fully automated application on 19th Century novels showed that OCR4all can considerably outperform the commercial state-of-the-art tool ABBYY Finereader on moderate layouts if suitably pretrained mixed OCR models are available. Furthermore, on very complex early printed books, even users with minimal or no experience were able to capture the text with manageable effort and great quality, achieving excellent Character Error Rates (CERs) below 0.5%. The architecture of OCR4all allows the easy integration (or substitution) of newly developed tools for its main components by standardized interfaces like PageXML, thus aiming at continual higher automation for historical printings.

  @article{reul2019ocr4all, abstract = {Optical Character Recognition (OCR) on historical printings is a challenging task mainly due to the complexity of the layout and the highly variant typography. Nevertheless, in the last few years, great progress has been made in the area of historical OCR, resulting in several powerful open-source tools for preprocessing, layout analysis and segmentation, character recognition, and post-processing. The drawback of these tools often is their limited applicability by non-technical users like humanist scholars and in particular the combined use of several tools in a workflow. In this paper, we present an open-source OCR software called OCR4all, which combines state-of-the-art OCR components and continuous model training into a comprehensive workflow. While a variety of materials can already be processed fully automatically, books with more complex layouts require manual intervention by the users. This is mostly due to the fact that the required ground truth for training stronger mixed models (for segmentation, as well as text recognition) is not available, yet, neither in the desired quantity nor quality. To deal with this issue in the short run, OCR4all offers a comfortable GUI that allows error corrections not only in the final output, but already in early stages to minimize error propagations. In the long run, this constant manual correction produces large quantities of valuable, high quality training material, which can be used to improve fully automatic approaches. Further on, extensive configuration capabilities are provided to set the degree of automation of the workflow and to make adaptations to the carefully selected default parameters for specific printings, if necessary. During experiments, the fully automated application on 19th Century novels showed that OCR4all can considerably outperform the commercial state-of-the-art tool ABBYY Finereader on moderate layouts if suitably pretrained mixed OCR models are available. Furthermore, on very complex early printed books, even users with minimal or no experience were able to capture the text with manageable effort and great quality, achieving excellent Character Error Rates (CERs) below 0.5%. The architecture of OCR4all allows the easy integration (or substitution) of newly developed tools for its main components by standardized interfaces like PageXML, thus aiming at continual higher automation for historical printings.}, author = {Reul, Christian and Christ, Dennis and Hartelt, Alexander and Balbach, Nico and Wehner, Maximilian and Springmann, Uwe and Wick, Christoph and Grundig, Christine and Büttner, Andreas and Puppe, Frank}, journal = {Applied Sciences}, keywords = {myown:selected}, number = 22, title = {OCR4all - An Open-Source Tool Providing a (Semi-)Automatic OCR Workflow for Historical Printings}, volume = 9, year = 2019 }
• 
  Ground Truth for training OCR engines on historical documents in German Fraktur and Early Modern Latin. Springmann, Uwe; Reul, Christian; Dipper, Stefanie; Baiter, Johannes. In JLCL: Special Issue on Automatic Text and Layout Recognition. 2019.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In this paper we describe a dataset of German and Latin ground truth (GT) for historical OCR in the form of printed text line images paired with their transcription. This dataset, called GT4HistOCR, consists of 313,173 line pairs covering a wide period of printing dates from incunabula from the 15th century to 19th century books printed in Fraktur types and is openly available under a CC-BY ⒋0 license. The special form of GT as line image/transcription pairs makes it directly usable to train state-of-the-art recognition models for OCR software employing recurring neural networks in LSTM architecture such as Tesseract 4 or OCRopus. We also provide some pretrained OCRopus models for subcorpora of our dataset yielding between 95% (early printings) and 98% (19th century Fraktur printings) character accuracy rates on unseen test cases, a Perl script to harmonize GT produced by different transcription rules, and give hints on how to construct GT for OCR purposes which has requirements that may differ from linguistically motivated transcriptions.

  @article{springmann2019ground, abstract = {In this paper we describe a dataset of German and Latin ground truth (GT) for historical OCR in the form of printed text line images paired with their transcription. This dataset, called GT4HistOCR, consists of 313,173 line pairs covering a wide period of printing dates from incunabula from the 15th century to 19th century books printed in Fraktur types and is openly available under a CC-BY ⒋0 license. The special form of GT as line image/transcription pairs makes it directly usable to train state-of-the-art recognition models for OCR software employing recurring neural networks in LSTM architecture such as Tesseract 4 or OCRopus. We also provide some pretrained OCRopus models for subcorpora of our dataset yielding between 95% (early printings) and 98% (19th century Fraktur printings) character accuracy rates on unseen test cases, a Perl script to harmonize GT produced by different transcription rules, and give hints on how to construct GT for OCR purposes which has requirements that may differ from linguistically motivated transcriptions.}, author = {Springmann, Uwe and Reul, Christian and Dipper, Stefanie and Baiter, Johannes}, journal = {JLCL: Special Issue on Automatic Text and Layout Recognition}, keywords = {myown}, title = {Ground Truth for training OCR engines on historical documents in German Fraktur and Early Modern Latin}, year = 2019 }
• 
  Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks. Zehe, Albin; Hettinger, Lena; Ernst, Stefan; Hauptmann, Christian; Hotho, Andreas. In Proceedings of The 13th International Workshop on Semantic Evaluation. Association for Computational Linguistics, 2019.
  • [ BibTeX ]
  @inproceedings{zehe2019xenophilius, author = {Zehe, Albin and Hettinger, Lena and Ernst, Stefan and Hauptmann, Christian and Hotho, Andreas}, booktitle = {Proceedings of The 13th International Workshop on Semantic Evaluation}, keywords = {myown}, publisher = {Association for Computational Linguistics}, title = {Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks}, year = 2019 }
• 
  Query Translation between AQL and CQL. Fette, Georg; Kaspar, Mathias; Leon, Liman; Ertl, Maximilian; Krebs, Jonathan; Dietrich, Georg; Störk, Stefan; Puppe, Frank. 2019.
  • [ BibTeX ]
  @article{fettequery, author = {Fette, Georg and Kaspar, Mathias and Leon, Liman and Ertl, Maximilian and Krebs, Jonathan and Dietrich, Georg and Störk, Stefan and Puppe, Frank}, keywords = {myown}, title = {Query Translation between AQL and CQL}, year = 2019 }
• 
  {Techniques for High Quality Character Reference Detection on German Historical Novels}. Krug, Markus; Schmidt, David; Jannidis, Fotis; Puppe, Frank. De Gruyter Open, 2019.
  • [ BibTeX ]
  @unpublished{mkJournalDeGruyter, author = {Krug, Markus and Schmidt, David and Jannidis, Fotis and Puppe, Frank}, journal = {Open Linguistics}, keywords = {myown}, note = {Manuscript submitted for publication at De Gruyter Open Linguistics}, publisher = {De Gruyter Open}, title = {{Techniques for High Quality Character Reference Detection on German Historical Novels}}, year = 2019 }
• 
  Query Translation Between openEHR and i2b2. Georg, Fette; Mathias, Kaspar; Liman, Liman; Georg, Dietrich; Maximilian, Ertl; Jonathan, Krebs; Stefan, Störk; Frank, Puppe. 2019.
  • [ BibTeX ]
  • [ Download ]
  @article{georg2019query, author = {Georg, Fette and Mathias, Kaspar and Liman, Liman and Georg, Dietrich and Maximilian, Ertl and Jonathan, Krebs and Stefan, Störk and Frank, Puppe}, keywords = {misbased}, title = {Query Translation Between openEHR and i2b2.}, year = 2019 }
• 
  Automatic Semantic Text Tagging on Historical Lexica by Combining OCR and Typography Classification. Reul, Christian; Göttel, Sebastian; Springmann, Uwe; Wick, Christoph; Würzner, Kay-Michael; Puppe, Frank. In Proceedings of the 3rd International Conference on Digital Access to Textual Cultural Heritage. 2019.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  When converting historical lexica into electronic form the goal is not only to obtain a high quality OCR result for the text but also to perform a precise automatic recognition of typographical attributes in order to capture the logical structure. For that purpose, we present a method that enables a fine-grained typography classification by training an open source OCR engine both on traditional OCR and typography recognition and show how to map the obtained typography information to the OCR recognized text output. As a test case, we used a German dictionary (Sander's "Wörterbuch der Deutschen Sprache") from the 19th century, which comprises a particularly complex semantic function of typography. Despite the very challenging material, we achieved a character error rate below 0.4% and a typography recognition that assigns the correct label to close to 99% of the words. In contrast to many existing methods, our novel approach works with real historical data and can deal with frequent typography changes even within lines.

  @article{reul2019automatic, abstract = {When converting historical lexica into electronic form the goal is not only to obtain a high quality OCR result for the text but also to perform a precise automatic recognition of typographical attributes in order to capture the logical structure. For that purpose, we present a method that enables a fine-grained typography classification by training an open source OCR engine both on traditional OCR and typography recognition and show how to map the obtained typography information to the OCR recognized text output. As a test case, we used a German dictionary (Sander's "Wörterbuch der Deutschen Sprache") from the 19th century, which comprises a particularly complex semantic function of typography. Despite the very challenging material, we achieved a character error rate below 0.4% and a typography recognition that assigns the correct label to close to 99% of the words. In contrast to many existing methods, our novel approach works with real historical data and can deal with frequent typography changes even within lines.}, author = {Reul, Christian and Göttel, Sebastian and Springmann, Uwe and Wick, Christoph and Würzner, Kay-Michael and Puppe, Frank}, journal = {Proceedings of the 3rd International Conference on Digital Access to Textual Cultural Heritage}, keywords = {myown:selected}, title = {Automatic Semantic Text Tagging on Historical Lexica by Combining OCR and Typography Classification}, year = 2019 }
• 
  Identifying Heart Failure Patients by Medical Text Classification. Krebs, Jonathan; Krug, Markus; Fette, Georg; Dietrich, Georg; Ertl, Maximilian; Güder, Gülmisal; Puppe, Frank; Kaspar, Mathias. In EFMI-STC, Vol. 258 of Studies in Health Technology and Informatics, A. S. Shvo, I. Madsen, H.-U. Prokosch, K. Häyrinen, K.-H. Wolf, F. Martín-Sánchez, M. Löbe, T. M. Deserno (eds.), pp. 251–252. IOS Press, 2019.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/efmi-stc/KrebsKFDEGPK19, author = {Krebs, Jonathan and Krug, Markus and Fette, Georg and Dietrich, Georg and Ertl, Maximilian and Güder, Gülmisal and Puppe, Frank and Kaspar, Mathias}, booktitle = {EFMI-STC}, crossref = {conf/efmi-stc/2019}, editor = {Shvo, Amnon Shabo and Madsen, Inge and Prokosch, Hans-Ulrich and Häyrinen, Kristiina and Wolf, Klaus-Hendrik and Martín-Sánchez, Fernando and Löbe, Matthias and Deserno, Thomas M.}, keywords = {myown}, pages = {251-252}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Identifying Heart Failure Patients by Medical Text Classification.}, volume = 258, year = 2019 }
• 
  Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse. Dietrich, Georg; Krebs, Jonathan; Liman, Leon; Fette, Georg; Ertl, Maximilian; Kaspar, Mathias; Störk, Stefan; Puppe, Frank. In BMC Med. Inf. & Decision Making, 19(1), pp. 15:1–15:21. 2019.
  • [ BibTeX ]
  • [ URL ]
  @article{journals/midm/DietrichKLFEKSP19, author = {Dietrich, Georg and Krebs, Jonathan and Liman, Leon and Fette, Georg and Ertl, Maximilian and Kaspar, Mathias and Störk, Stefan and Puppe, Frank}, journal = {BMC Med. Inf. & Decision Making}, keywords = {myown}, number = 1, pages = {15:1-15:21}, title = {Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse.}, volume = 19, year = 2019 }
• 
  State of the Art Optical Character Recognition of 19th Century Fraktur Scripts using Open Source Engines. Reul, Christian; Springmann, Uwe; Wick, Christoph; Puppe, Frank. In DHd 2019 Digital Humanities: multimedial & multimodal. 2019.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In this paper we evaluate Optical Character Recognition (OCR) of 19th century Fraktur scripts without book-specific training using mixed models, i.e. models trained to recognize a variety of fonts and typesets from previously unseen sources. We describe the training process leading to strong mixed OCR models and compare them to freely available models of the popular open source engines OCRopus and Tesseract as well as the commercial state of the art system ABBYY. For evaluation, we use a varied collection of unseen data from books, journals, and a dictionary from the 19th century. The experiments show that training mixed models with real data is superior to training with synthetic data and that the novel OCR engine Calamari outperforms the other engines considerably, on average reducing ABBYYs character error rate (CER) by over 70%, resulting in an average CER below 1%.

  @article{reul2019state, abstract = {In this paper we evaluate Optical Character Recognition (OCR) of 19th century Fraktur scripts without book-specific training using mixed models, i.e. models trained to recognize a variety of fonts and typesets from previously unseen sources. We describe the training process leading to strong mixed OCR models and compare them to freely available models of the popular open source engines OCRopus and Tesseract as well as the commercial state of the art system ABBYY. For evaluation, we use a varied collection of unseen data from books, journals, and a dictionary from the 19th century. The experiments show that training mixed models with real data is superior to training with synthetic data and that the novel OCR engine Calamari outperforms the other engines considerably, on average reducing ABBYYs character error rate (CER) by over 70%, resulting in an average CER below 1%.}, author = {Reul, Christian and Springmann, Uwe and Wick, Christoph and Puppe, Frank}, journal = {DHd 2019 Digital Humanities: multimedial & multimodal}, keywords = {myown}, title = {State of the Art Optical Character Recognition of 19th Century Fraktur Scripts using Open Source Engines}, year = 2019 }
• 
  Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse. Dietrich, Georg; Krebs, Jonathan; Liman, Leon; Fette, Georg; Ertl, Maximilian; Kaspar, Mathias; Störk, Stefan; Puppe, Frank. In BMC Medical Informatics and Decision Making, 19(1), B. Central (ed.), p. 15. 2019.
  • [ BibTeX ]
  @article{noauthororeditor, author = {Dietrich, Georg and Krebs, Jonathan and Liman, Leon and Fette, Georg and Ertl, Maximilian and Kaspar, Mathias and Störk, Stefan and Puppe, Frank}, editor = {Central, BioMed}, journal = {BMC Medical Informatics and Decision Making}, keywords = {myown}, number = 1, pages = 15, title = {Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse}, volume = 19, year = 2019 }
• 
  Textual Case-based Adaptation using Semantic Relatedness - A Case Study in the Domain of Security Documents. Korger, Andreas; Baumeister, Joachim. In WM2019 - 10te Konferenz Professionelles Wissensmanagement. 2019.
  • [ BibTeX ]
  @inproceedings{korger2019textual, author = {Korger, Andreas and Baumeister, Joachim}, booktitle = {WM2019 - 10te Konferenz Professionelles Wissensmanagement}, keywords = {myown}, title = {Textual Case-based Adaptation using Semantic Relatedness - A Case Study in the Domain of Security Documents}, year = 2019 }
• 
  Korrektur von fehlerhaften OCR Ergebnissen durch automatisches Alignment mit Texten eines Korpus. Bald, Markus; Damiani, Vincenzo; Essler, Holger; Eyeselein, Björn; Reul, Christian; Puppe, Frank. In DHd2019: multimedial & multimodal. 2019.
  • [ BibTeX ]
  • [ URL ]
  @article{bald2019korrektur, author = {Bald, Markus and Damiani, Vincenzo and Essler, Holger and Eyeselein, Björn and Reul, Christian and Puppe, Frank}, journal = {DHd2019: multimedial & multimodal}, keywords = {myown}, title = {Korrektur von fehlerhaften OCR Ergebnissen durch automatisches Alignment mit Texten eines Korpus}, year = 2019 }
• 
  Query Translation between AQL and CQL. Fette, Georg; Kaspar, Mathias; Leon, Liman; Ertl, Maximilian; Krebs, Jonathan; Dietrich, Georg; Störk, Stefan; Puppe, Frank. 2019.
  • [ BibTeX ]
  • [ Download ]
  @article{fettequery, author = {Fette, Georg and Kaspar, Mathias and Leon, Liman and Ertl, Maximilian and Krebs, Jonathan and Dietrich, Georg and Störk, Stefan and Puppe, Frank}, keywords = {myown}, title = {Query Translation between AQL and CQL}, year = 2019 }
• 
  {OMMR}4all — a {Semiautomatic} {Online} {Editor} for {Medieval} {Music} {Notations}. Wick, Christoph; Puppe, Frank. In 2nd {International} {Workshop} on {Reading} {Music} {Systems}, J. Calvo-Zaragoza, A. Pacha (eds.), pp. 31–34. Delft, The Netherlands, 2019.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{wick_ommr4all_2019, address = {Delft, The Netherlands}, author = {Wick, Christoph and Puppe, Frank}, booktitle = {2nd {International} {Workshop} on {Reading} {Music} {Systems}}, editor = {Calvo-Zaragoza, Jorge and Pacha, Alexander}, keywords = {myown}, pages = {31–34}, title = {{OMMR}4all — a {Semiautomatic} {Online} {Editor} for {Medieval} {Music} {Notations}}, year = 2019 }
• 
  Automatic Semantic Text Tagging on Historical Lexica by Combining OCR and Typography Classification. Reul, Christian; Göttel, Sebastian; Springmann, Uwe; Wick, Christoph; Würzner, Kay-Michael; Puppe, Frank. In Proceedings of the 3rd International Conference on Digital Access to Textual Cultural Heritage. 2019.
  • [ Abstract ]
  • [ BibTeX ]
  When converting historical lexica into electronic form the goal is not only to obtain a high quality OCR result for the text but also to perform a precise automatic recognition of typographical attributes in order to capture the logical structure. For that purpose, we present a method that enables a fine-grained typography classification by training an open source OCR engine both on traditional OCR and typography recognition and show how to map the obtained typography information to the OCR recognized text output. As a test case, we used a German dictionary (Sander's "Wörterbuch der Deutschen Sprache") from the 19th century, which comprises a particularly complex semantic function of typography. Despite the very challenging material, we achieved a character error rate below 0.4% and a typography recognition that assigns the correct label to close to 99% of the words. In contrast to many existing methods, our novel approach works with real historical data and can deal with frequent typography changes even within lines.

  @article{reul2019automatic, abstract = {When converting historical lexica into electronic form the goal is not only to obtain a high quality OCR result for the text but also to perform a precise automatic recognition of typographical attributes in order to capture the logical structure. For that purpose, we present a method that enables a fine-grained typography classification by training an open source OCR engine both on traditional OCR and typography recognition and show how to map the obtained typography information to the OCR recognized text output. As a test case, we used a German dictionary (Sander's "Wörterbuch der Deutschen Sprache") from the 19th century, which comprises a particularly complex semantic function of typography. Despite the very challenging material, we achieved a character error rate below 0.4% and a typography recognition that assigns the correct label to close to 99% of the words. In contrast to many existing methods, our novel approach works with real historical data and can deal with frequent typography changes even within lines.}, author = {Reul, Christian and Göttel, Sebastian and Springmann, Uwe and Wick, Christoph and Würzner, Kay-Michael and Puppe, Frank}, journal = {Proceedings of the 3rd International Conference on Digital Access to Textual Cultural Heritage}, keywords = {myown:selected}, title = {Automatic Semantic Text Tagging on Historical Lexica by Combining OCR and Typography Classification}, year = 2019 }
• 
  {Evaluation of state of the art methods for coreference resolution and quotation attribution on German literary novels}. Krug, Markus; Schmidt, David; Wehner, Nils; Jannidis, Fotis; Puppe, Frank. Cambridge University Press, 2019.
  • [ BibTeX ]
  @unpublished{mkJournalNLE, author = {Krug, Markus and Schmidt, David and Wehner, Nils and Jannidis, Fotis and Puppe, Frank}, journal = {Natural Language Engineering}, keywords = {myown}, note = {Manuscript submitted for publication at Journal of Natural Language Engineering}, publisher = {Cambridge University Press}, title = {{Evaluation of state of the art methods for coreference resolution and quotation attribution on German literary novels}}, year = 2019 }
• 
  State of the Art Optical Character Recognition of 19th Century Fraktur Scripts using Open Source Engines. Reul, Christian; Springmann, Uwe; Wick, Christoph; Puppe, Frank. In DHd 2019 Digital Humanities: multimedial & multimodal. 2019.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In this paper we evaluate Optical Character Recognition (OCR) of 19th century Fraktur scripts without book-specific training using mixed models, i.e. models trained to recognize a variety of fonts and typesets from previously unseen sources. We describe the training process leading to strong mixed OCR models and compare them to freely available models of the popular open source engines OCRopus and Tesseract as well as the commercial state of the art system ABBYY. For evaluation, we use a varied collection of unseen data from books, journals, and a dictionary from the 19th century. The experiments show that training mixed models with real data is superior to training with synthetic data and that the novel OCR engine Calamari outperforms the other engines considerably, on average reducing ABBYYs character error rate (CER) by over 70%, resulting in an average CER below 1%.

  @article{reul2019state, abstract = {In this paper we evaluate Optical Character Recognition (OCR) of 19th century Fraktur scripts without book-specific training using mixed models, i.e. models trained to recognize a variety of fonts and typesets from previously unseen sources. We describe the training process leading to strong mixed OCR models and compare them to freely available models of the popular open source engines OCRopus and Tesseract as well as the commercial state of the art system ABBYY. For evaluation, we use a varied collection of unseen data from books, journals, and a dictionary from the 19th century. The experiments show that training mixed models with real data is superior to training with synthetic data and that the novel OCR engine Calamari outperforms the other engines considerably, on average reducing ABBYYs character error rate (CER) by over 70%, resulting in an average CER below 1%.}, author = {Reul, Christian and Springmann, Uwe and Wick, Christoph and Puppe, Frank}, journal = {DHd 2019 Digital Humanities: multimedial & multimodal}, keywords = {myown}, title = {State of the Art Optical Character Recognition of 19th Century Fraktur Scripts using Open Source Engines}, year = 2019 }
• 
  OCR4all - An Open-Source Tool Providing a (Semi-)Automatic OCR Workflow for Historical Printings. Reul, Christian; Christ, Dennis; Hartelt, Alexander; Balbach, Nico; Wehner, Maximilian; Springmann, Uwe; Wick, Christoph; Grundig, Christine; Büttner, Andreas; Puppe, Frank. In ArXiv Preprints (submitted to MDPI - Applied Sciences). 2019.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Optical Character Recognition (OCR) on historical printings is a challenging task mainly due to the complexity of the layout and the highly variant typography. Nevertheless, in the last few years great progress has been made in the area of historical OCR, resulting in several powerful open-source tools for preprocessing, layout recognition and segmentation, character recognition and post-processing. The drawback of these tools often is their limited applicability by non-technical users like humanist scholars and in particular the combined use of several tools in a workflow. In this paper we present an open-source OCR software called OCR4all, which combines state-of-the-art OCR components and continuous model training into a comprehensive workflow. A comfortable GUI allows error corrections not only in the final output, but already in early stages to minimize error propagations. Further on, extensive configuration capabilities are provided to set the degree of automation of the workflow and to make adaptations to the carefully selected default parameters for specific printings, if necessary. Experiments showed that users with minimal or no experience were able to capture the text of even the earliest printed books with manageable effort and great quality, achieving excellent character error rates (CERs) below 0.5%. The fully automated application on 19th century novels showed that OCR4all can considerably outperform the commercial state-of-the-art tool ABBYY Finereader on moderate layouts if suitably pretrained mixed OCR models are available. The architecture of OCR4all allows the easy integration (or substitution) of newly developed tools for its main components by standardized interfaces like PageXML, thus aiming at continual higher automation for historical printings.

  @article{reul2019ocr4all, abstract = {Optical Character Recognition (OCR) on historical printings is a challenging task mainly due to the complexity of the layout and the highly variant typography. Nevertheless, in the last few years great progress has been made in the area of historical OCR, resulting in several powerful open-source tools for preprocessing, layout recognition and segmentation, character recognition and post-processing. The drawback of these tools often is their limited applicability by non-technical users like humanist scholars and in particular the combined use of several tools in a workflow. In this paper we present an open-source OCR software called OCR4all, which combines state-of-the-art OCR components and continuous model training into a comprehensive workflow. A comfortable GUI allows error corrections not only in the final output, but already in early stages to minimize error propagations. Further on, extensive configuration capabilities are provided to set the degree of automation of the workflow and to make adaptations to the carefully selected default parameters for specific printings, if necessary. Experiments showed that users with minimal or no experience were able to capture the text of even the earliest printed books with manageable effort and great quality, achieving excellent character error rates (CERs) below 0.5%. The fully automated application on 19th century novels showed that OCR4all can considerably outperform the commercial state-of-the-art tool ABBYY Finereader on moderate layouts if suitably pretrained mixed OCR models are available. The architecture of OCR4all allows the easy integration (or substitution) of newly developed tools for its main components by standardized interfaces like PageXML, thus aiming at continual higher automation for historical printings.}, author = {Reul, Christian and Christ, Dennis and Hartelt, Alexander and Balbach, Nico and Wehner, Maximilian and Springmann, Uwe and Wick, Christoph and Grundig, Christine and Büttner, Andreas and Puppe, Frank}, journal = {ArXiv Preprints (submitted to MDPI - Applied Sciences)}, keywords = {myown}, title = {OCR4all - An Open-Source Tool Providing a (Semi-)Automatic OCR Workflow for Historical Printings}, year = 2019 }
• 
  Case-Based Retrieval and Adaptation of Regulatory Documents and their Context. Korger, Andreas; Baumeister, Joachim. In Proceedings of LWDA - Lernen. Wissen. Daten. Analysen 2019, pp. 292–303. Humboldt-Universität zu Berlin, 2019.
  • [ BibTeX ]
  @inproceedings{korger2019casebased, address = {Humboldt-Universität zu Berlin}, author = {Korger, Andreas and Baumeister, Joachim}, booktitle = {Proceedings of LWDA - Lernen. Wissen. Daten. Analysen 2019}, keywords = {myown}, month = 10, pages = {292-303}, title = {Case-Based Retrieval and Adaptation of Regulatory Documents and their Context}, year = 2019 }
• 
  A Systematic View on Speech Assistants for Service Technicians. Baumeister, Joachim; Sehne, Veronika; Wienrich, Carolin. In Proceedings of LWDA - Lernen. Wissen. Daten. Analysen 2019, pp. 195–206. Humboldt-Universität zu Berlin, 2019.
  • [ BibTeX ]
  @inproceedings{baumeister2019systematic, address = {Humboldt-Universität zu Berlin}, author = {Baumeister, Joachim and Sehne, Veronika and Wienrich, Carolin}, booktitle = {Proceedings of LWDA - Lernen. Wissen. Daten. Analysen 2019}, keywords = {myown}, month = 10, pages = {195-206}, title = {A Systematic View on Speech Assistants for Service Technicians}, year = 2019 }
• 
  Staff, Symbol and Melody Detection of Medieval Manuscripts Written in Square Notation Using Deep Fully Convolutional Networks. Wick, Christoph; Hartelt, Alexander; Puppe, Frank. In Applied Sciences, 9(13). 2019.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Even today, the automatic digitisation of scanned documents in general, but especially the automatic optical music recognition (OMR) of historical manuscripts, still remains an enormous challenge, since both handwritten musical symbols and text have to be identified. This paper focuses on the Medieval so-called square notation developed in the 11th–12th century, which is already composed of staff lines, staves, clefs, accidentals, and neumes that are roughly spoken connected single notes. The aim is to develop an algorithm that captures both the neumes, and in particular its melody, which can be used to reconstruct the original writing. Our pipeline is similar to the standard OMR approach and comprises a novel staff line and symbol detection algorithm based on deep Fully Convolutional Networks (FCN), which perform pixel-based predictions for either staff lines or symbols and their respective types. Then, the staff line detection combines the extracted lines to staves and yields an F 1 -score of over 99% for both detecting lines and complete staves. For the music symbol detection, we choose a novel approach that skips the step to identify neumes and instead directly predicts note components (NCs) and their respective affiliation to a neume. Furthermore, the algorithm detects clefs and accidentals. Our algorithm predicts the symbol sequence of a staff with a diplomatic symbol accuracy rate (dSAR) of about 87%, which includes symbol type and location. If only the NCs without their respective connection to a neume, all clefs and accidentals are of interest, the algorithm reaches an harmonic symbol accuracy rate (hSAR) of approximately 90%. In general, the algorithm recognises a symbol in the manuscript with an F 1 -score of over 96%.

  @article{app9132646, abstract = {Even today, the automatic digitisation of scanned documents in general, but especially the automatic optical music recognition (OMR) of historical manuscripts, still remains an enormous challenge, since both handwritten musical symbols and text have to be identified. This paper focuses on the Medieval so-called square notation developed in the 11th–12th century, which is already composed of staff lines, staves, clefs, accidentals, and neumes that are roughly spoken connected single notes. The aim is to develop an algorithm that captures both the neumes, and in particular its melody, which can be used to reconstruct the original writing. Our pipeline is similar to the standard OMR approach and comprises a novel staff line and symbol detection algorithm based on deep Fully Convolutional Networks (FCN), which perform pixel-based predictions for either staff lines or symbols and their respective types. Then, the staff line detection combines the extracted lines to staves and yields an F 1 -score of over 99% for both detecting lines and complete staves. For the music symbol detection, we choose a novel approach that skips the step to identify neumes and instead directly predicts note components (NCs) and their respective affiliation to a neume. Furthermore, the algorithm detects clefs and accidentals. Our algorithm predicts the symbol sequence of a staff with a diplomatic symbol accuracy rate (dSAR) of about 87%, which includes symbol type and location. If only the NCs without their respective connection to a neume, all clefs and accidentals are of interest, the algorithm reaches an harmonic symbol accuracy rate (hSAR) of approximately 90%. In general, the algorithm recognises a symbol in the manuscript with an F 1 -score of over 96%.}, author = {Wick, Christoph and Hartelt, Alexander and Puppe, Frank}, journal = {Applied Sciences}, keywords = {dissertation}, number = 13, title = {Staff, Symbol and Melody Detection of Medieval Manuscripts Written in Square Notation Using Deep Fully Convolutional Networks}, volume = 9, year = 2019 }
• 
  Detecting Character References in Literary Novels using a Two Stage Contextual Deep Learning approach. Krug, Markus; Kempf, Sebastian; Schmidt, David; Weimer, Lukas; Puppe, Frank. P. Sahle; P. Helling (eds.). Zenodo, 2019.
  • [ BibTeX ]
  • [ URL ]
  @proceedings{krug_markus_2019_4622060, author = {Krug, Markus and Kempf, Sebastian and Schmidt, David and Weimer, Lukas and Puppe, Frank}, editor = {Sahle, Patrick and Helling, Patrick}, keywords = {myown}, month = {03}, publisher = {Zenodo}, title = {Detecting Character References in Literary Novels using a Two Stage Contextual Deep Learning approach}, year = 2019 }
• 
  {Automatic recognition of direct speech without quotation marks. A rule-based approach}. Tu, Ngoc Duyen Tanja; Krug, Markus; Brunner, Annelen. In Proceedings of DHD. 2019.
  • [ BibTeX ]
  @article{tu2019automatic, author = {Tu, Ngoc Duyen Tanja and Krug, Markus and Brunner, Annelen}, journal = {Proceedings of DHD}, keywords = {myown}, title = {{Automatic recognition of direct speech without quotation marks. A rule-based approach}}, year = 2019 }
• 
  Implementation of a HL7 CQL engine using the graph database Neo4J. Fette, Georg; Kaspar, Mathias; Liman, Leon; Eertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank. 2019.
  • [ BibTeX ]
  @article{fette2019implementation, author = {Fette, Georg and Kaspar, Mathias and Liman, Leon and Eertl, Maximilian and Krebs, Jonathan and Störk, Stefan and Puppe, Frank}, keywords = {myown}, title = {Implementation of a HL7 CQL engine using the graph database Neo4J}, year = 2019 }
• 
  Exploration of Artificial Intelligence Use with ARIES in Multiple Myeloma Research. Loda; Krebs; Danhof; Schreder; Solimando; Strifler; Rasche; Kortüm; Kerscher; Knop; et al. In Journal of Clinical Medicine, 8(7), p. 999. MDPI AG, 2019.
  • [ BibTeX ]
  • [ URL ]
  @article{Loda_2019, author = {Loda and Krebs and Danhof and Schreder and Solimando and Strifler and Rasche and Kortüm and Kerscher and Knop and et al.}, journal = {Journal of Clinical Medicine}, keywords = {myown}, month = {07}, number = 7, pages = 999, publisher = {MDPI AG}, title = {Exploration of Artificial Intelligence Use with ARIES in Multiple Myeloma Research}, volume = 8, year = 2019 }
• 
  On the Right Track! Analysing and Predicting Navigation Success in Wikipedia. Koopmann, Tobias; Dallmann, Alexander; Hettinger, Lena; Niebler, Thomas; Hotho, Andreas. In Proceedings of the 30th ACM Conference on Hypertext and Social Media, of HT ’19, C. Atzenbeck, J. Rubart, D. E. Millard (eds.), pp. 143–152. ACM, Hof, Germany, 2019.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{koopmann2019right, address = {New York, NY, USA}, author = {Koopmann, Tobias and Dallmann, Alexander and Hettinger, Lena and Niebler, Thomas and Hotho, Andreas}, booktitle = {Proceedings of the 30th ACM Conference on Hypertext and Social Media}, editor = {Atzenbeck, Claus and Rubart, Jessica and Millard, David E.}, keywords = {behavior}, pages = {143–152}, publisher = {ACM}, series = {HT '19}, title = {On the Right Track! Analysing and Predicting Navigation Success in Wikipedia}, year = 2019 }
• 
  Extracting and Learning Semantics from Social Web Data. Technical Report (PhD dissertation), . Niebler, Thomas. PhD dissertation. Universit{ä}t W{ü}rzburg, 2019.
  • [ BibTeX ]
  • [ Download ]
  @phdthesis{niebler2019extracting, author = {Niebler, Thomas}, keywords = {extraction}, school = {Universit{\"a}t W{\"u}rzburg}, title = {Extracting and Learning Semantics from Social Web Data}, type = {doctoralthesis}, year = 2019 }
• 
  Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse. Dietrich, Georg; Krebs, Jonathan; Liman, Leon; Fette, Georg; Ertl, Maximilian; Kaspar, Mathias; Störk, Stefan; Puppe, Frank. In BMC Med. Inf. & Decision Making, 19(1), pp. 15:1–15:21. 2019.
  • [ BibTeX ]
  • [ URL ]
  @article{journals/midm/DietrichKLFEKSP19, author = {Dietrich, Georg and Krebs, Jonathan and Liman, Leon and Fette, Georg and Ertl, Maximilian and Kaspar, Mathias and Störk, Stefan and Puppe, Frank}, journal = {BMC Med. Inf. & Decision Making}, keywords = {myown}, number = 1, pages = {15:1-15:21}, title = {Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse.}, volume = 19, year = 2019 }
• 
  Detection of Scenes in Fiction. Gius, Evelyn; Jannidis, Fotis; Krug, Markus; Zehe, Albin; Hotho, Andreas; Puppe, Frank; Krebs, Jonathan; Reiter, Nils; Wiedmer, Nathalie; Konle, Leonard. In Proceedings of Digital Humanities 2019. 2019.
  • [ BibTeX ]
  @inproceedings{gius2019detection, author = {Gius, Evelyn and Jannidis, Fotis and Krug, Markus and Zehe, Albin and Hotho, Andreas and Puppe, Frank and Krebs, Jonathan and Reiter, Nils and Wiedmer, Nathalie and Konle, Leonard}, booktitle = {Proceedings of Digital Humanities 2019}, keywords = {myown}, title = {Detection of Scenes in Fiction}, year = 2019 }
• 
  Query Translation between AQL and CQL. Fette, Georg; Kaspar, Mathias; Leon, Liman; Ertl, Maximilian; Krebs, Jonathan; Dietrich, Georg; Störk, Stefan; Puppe, Frank. 2019.
  • [ BibTeX ]
  @article{fettequery, author = {Fette, Georg and Kaspar, Mathias and Leon, Liman and Ertl, Maximilian and Krebs, Jonathan and Dietrich, Georg and Störk, Stefan and Puppe, Frank}, keywords = {myown}, title = {Query Translation between AQL and CQL}, year = 2019 }
• 
  Implementation of a HL7 CQL engine using the graph database Neo4J. Fette, Georg; Kaspar, Mathias; Liman, Leon; Eertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank. 2019.
  • [ BibTeX ]
  @article{fette2019implementation, author = {Fette, Georg and Kaspar, Mathias and Liman, Leon and Eertl, Maximilian and Krebs, Jonathan and Störk, Stefan and Puppe, Frank}, keywords = {myown}, title = {Implementation of a HL7 CQL engine using the graph database Neo4J}, year = 2019 }
• 
  Implementation of a HL7 CQL engine using the graph database Neo4J. Fette, Georg; Kaspar, Mathias; Liman, Leon; Eertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank. 2019.
  • [ BibTeX ]
  • [ Download ]
  @article{fette2019implementation, author = {Fette, Georg and Kaspar, Mathias and Liman, Leon and Eertl, Maximilian and Krebs, Jonathan and Störk, Stefan and Puppe, Frank}, keywords = {myown}, title = {Implementation of a HL7 CQL engine using the graph database Neo4J}, year = 2019 }
• 
  Experience-based Quality Assessment of Distributed Knowledge Graphs. Baumeister, Joachim. In WM 2019 - 10te Konferenz Professionelles Wissensmanagement. 2019.
  • [ BibTeX ]
  • [ Download ]
  @inproceedings{baumeister2019experiencebased, author = {Baumeister, Joachim}, booktitle = {WM 2019 - 10te Konferenz Professionelles Wissensmanagement}, keywords = {anomalies}, title = {Experience-based Quality Assessment of Distributed Knowledge Graphs}, year = 2019 }

• 
  Ad Hoc Information Extraction for Clinical Data Warehouses. Dietrich, Georg; Krebs, Jonathan; Fette, Georg; Ertl, Maximilian; Kaspar, Mathias; Störk, Stefan; Puppe, Frank. In Methods of Information in Medicine. 2018.
  • [ BibTeX ]
  • [ URL ]
  @article{dietrich2018information, author = {Dietrich, Georg and Krebs, Jonathan and Fette, Georg and Ertl, Maximilian and Kaspar, Mathias and Störk, Stefan and Puppe, Frank}, journal = {Methods of Information in Medicine}, keywords = {myown}, title = {Ad Hoc Information Extraction for Clinical Data Warehouses}, year = 2018 }
• 
  ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings. Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas. In Proceedings of International Workshop on Semantic Evaluation (SemEval-2018). New Orleans, LA, USA, 2018.
  • [ BibTeX ]
  • [ Download ]
  @inproceedings{hettinger2018semeval, address = {New Orleans, LA, USA}, author = {Hettinger, Lena and Dallmann, Alexander and Zehe, Albin and Niebler, Thomas and Hotho, Andreas}, booktitle = {Proceedings of International Workshop on Semantic Evaluation (SemEval-2018)}, keywords = {classification}, title = {ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings}, year = 2018 }
• 
  Improving OCR Accuracy on Early Printed Books by combining Pretraining, Voting, and Active Learning. Reul, Christian; Springmann, Uwe; Wick, Christoph; Puppe, Frank. In JLCL, 33(1), pp. 3–24. 2018.
  • [ BibTeX ]
  @article{noauthororeditor, author = {Reul, Christian and Springmann, Uwe and Wick, Christoph and Puppe, Frank}, journal = {JLCL}, keywords = {cnn}, number = 1, pages = {3-24}, title = {Improving OCR Accuracy on Early Printed Books by combining Pretraining, Voting, and Active Learning}, volume = 33, year = 2018 }
• 
  Synergies between Knowledge Engineering and Software Engineering. Nalepa, Grzegorz J.; Baumeister, Joachim. Springer, 2018.
  • [ BibTeX ]
  • [ URL ]
  @book{NalBau2017synergies, author = {Nalepa, Grzegorz J. and Baumeister, Joachim}, keywords = {myown}, publisher = {Springer}, title = {Synergies between Knowledge Engineering and Software Engineering}, year = 2018 }
• 
  Proceedings of the Workshop: ’Knowledge and Experience Management’ (German SIG meeting, FGWM). Baumeister, Joachim; Reuss, Pascal. 2018.
  • [ BibTeX ]
  @proceedings{BR:FGWM:18, editor = {Baumeister, Joachim and Reuss, Pascal}, keywords = {myown}, title = {Proceedings of the Workshop: 'Knowledge and Experience Management' (German SIG meeting, FGWM)}, year = 2018 }
• 
  {Description of a Corpus of Character References in German Novels - {DROC} [{D}eutsches {RO}man {C}orpus]}. Krug, Markus; Puppe, Frank; Reger, Isabella; Weimer, Lukas; Macharowsky, Luisa; Feldhaus, Stephan; Jannidis, Fotis. In DARIAH-DE Working Papers. DARIAH-DE, 2018.
  • [ BibTeX ]
  @inproceedings{droc, author = {Krug, Markus and Puppe, Frank and Reger, Isabella and Weimer, Lukas and Macharowsky, Luisa and Feldhaus, Stephan and Jannidis, Fotis}, booktitle = {DARIAH-DE Working Papers}, keywords = {corpus}, organization = {DARIAH-DE}, title = {{Description of a Corpus of Character References in German Novels - {DROC} [{D}eutsches {RO}man {C}orpus]}}, year = 2018 }
• 
  Ad Hoc Information Extraction for Clinical Data Warehouses. Dietrich, Georg; Krebs, Jonathan; Fette, Georg; Ertl, Maximilian; Kaspar, Mathias; Störk, Stefan; Puppe, Frank. In Methods of Information in Medicine. 2018.
  • [ BibTeX ]
  @article{dietrich2018information, author = {Dietrich, Georg and Krebs, Jonathan and Fette, Georg and Ertl, Maximilian and Kaspar, Mathias and Störk, Stefan and Puppe, Frank}, journal = {Methods of Information in Medicine}, keywords = {myown}, title = {Ad Hoc Information Extraction for Clinical Data Warehouses}, year = 2018 }
• 
  Knowledge-Based Decision Support with Self-Learning Methods. Scherer, Klaus Peter; Rieder, Constantin; Germann, Markus; Baumeister, Joachim; Plehn, Stefan. In The Twelfth International Conference on Advanced Engineering Computing and Applications in Sciences (ADVCOMP). 2018.
  • [ BibTeX ]
  @inproceedings{scherer2018knowledgebased, author = {Scherer, Klaus Peter and Rieder, Constantin and Germann, Markus and Baumeister, Joachim and Plehn, Stefan}, booktitle = {The Twelfth International Conference on Advanced Engineering Computing and Applications in Sciences (ADVCOMP)}, keywords = {myown}, title = {Knowledge-Based Decision Support with Self-Learning Methods}, year = 2018 }
• 
  Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction. Krebs, Jonathan; Bittrich, Max; Dietrich, Georg; Ertl, Maximilian; Fette, Georg; Kaspar, Mathias; Liman, Leon; Einsele, Hermann; Puppe, Frank; Knop, Stefan. In GMDS, Vol. 253 of Studies in Health Technology and Informatics, U. Hübner, U. Sax, H.-U. Prokosch, B. Breil, H. Binder, A. Zapf, B. Strahwald, T. Beißbarth, N. Grabe, A. Schöler (eds.), pp. 160–164. IOS Press, 2018.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/gmds/KrebsBDEFKLEPK18, author = {Krebs, Jonathan and Bittrich, Max and Dietrich, Georg and Ertl, Maximilian and Fette, Georg and Kaspar, Mathias and Liman, Leon and Einsele, Hermann and Puppe, Frank and Knop, Stefan}, booktitle = {GMDS}, crossref = {conf/gmds/2018}, editor = {Hübner, Ursula and Sax, Ulrich and Prokosch, Hans-Ulrich and Breil, Bernhard and Binder, Harald and Zapf, Antonia and Strahwald, Brigitte and Beißbarth, Tim and Grabe, Niels and Schöler, Anke}, keywords = {myown}, pages = {160-164}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction.}, volume = 253, year = 2018 }
• 
  Improving OCR Accuracy on Early Printed Books by combining Pretraining, Voting, and Active Learning. Reul, Christian; Springmann, Uwe; Wick, Christoph; Puppe, Frank. In JLCL: Special Issue on Automatic Text and Layout Recognition, 33(1), pp. 3–24. 2018.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  We combine three methods which significantly improve the OCR accuracy of OCR models trained on early printed books: (1) The pretraining method utilizes the information stored in already existing models trained on a variety of typesets (mixed models) instead of starting the training from scratch. (2) Performing cross fold training on a single set of ground truth data (line images and their transcriptions) with a single OCR engine (OCRopus) produces a committee whose members then vote for the best outcome by also taking the top-N alternatives and their intrinsic confidence values into account. (3) Following the principle of maximal disagreement we select additional training lines which the voters disagree most on, expecting them to offer the highest information gain for a subsequent training (active learning). Evaluations on six early printed books yielded the following results: On average the combination of pretraining and voting improved the character accuracy by 46% when training five folds starting from the same mixed model. This number rose to 53% when using different models for pretraining, underlining the importance of diverse voters. Incorporating active learning improved the obtained results by another 16% on average (evaluated on three of the six books). Overall, the proposed methods lead to an average error rate of 2.5% when training on only 60 lines. Using a substantial ground truth pool of 1,000 lines brought the error rate down even further to less than 1% on average.

  @article{reul2018improving, abstract = {We combine three methods which significantly improve the OCR accuracy of OCR models trained on early printed books: (1) The pretraining method utilizes the information stored in already existing models trained on a variety of typesets (mixed models) instead of starting the training from scratch. (2) Performing cross fold training on a single set of ground truth data (line images and their transcriptions) with a single OCR engine (OCRopus) produces a committee whose members then vote for the best outcome by also taking the top-N alternatives and their intrinsic confidence values into account. (3) Following the principle of maximal disagreement we select additional training lines which the voters disagree most on, expecting them to offer the highest information gain for a subsequent training (active learning). Evaluations on six early printed books yielded the following results: On average the combination of pretraining and voting improved the character accuracy by 46% when training five folds starting from the same mixed model. This number rose to 53% when using different models for pretraining, underlining the importance of diverse voters. Incorporating active learning improved the obtained results by another 16% on average (evaluated on three of the six books). Overall, the proposed methods lead to an average error rate of 2.5% when training on only 60 lines. Using a substantial ground truth pool of 1,000 lines brought the error rate down even further to less than 1% on average.}, author = {Reul, Christian and Springmann, Uwe and Wick, Christoph and Puppe, Frank}, journal = {JLCL: Special Issue on Automatic Text and Layout Recognition}, keywords = {myown:selected}, number = 1, pages = {3-24}, title = {Improving OCR Accuracy on Early Printed Books by combining Pretraining, Voting, and Active Learning}, volume = 33, year = 2018 }
• 
  Estimating a Bias in ICD Encodings for Billing Purposes. Fette, Georg; Krug, Markus; Kaspar, Mathias; Liman, Leon; Dietrich, Georg; Ertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank. In MIE, Vol. 247 of Studies in Health Technology and Informatics, A. Ugon, D. Karlsson, G. O. Klein, A. Moen (eds.), pp. 141–145. IOS Press, 2018.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/mie/FetteKKLDEKSP18, author = {Fette, Georg and Krug, Markus and Kaspar, Mathias and Liman, Leon and Dietrich, Georg and Ertl, Maximilian and Krebs, Jonathan and Störk, Stefan and Puppe, Frank}, booktitle = {MIE}, crossref = {conf/mie/2018}, editor = {Ugon, Adrien and Karlsson, Daniel and Klein, Gunnar O. and Moen, Anne}, keywords = {myown}, pages = {141-145}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Estimating a Bias in ICD Encodings for Billing Purposes.}, volume = 247, year = 2018 }
• 
  Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction. Krebs, Jonathan; Bittrich, Max; Dietrich, Georg; Ertl, Maximilian; Fette, Georg; Kaspar, Mathias; Liman, Leon; Einsele, Hermann; Puppe, Frank; Knop, Stefan. In GMDS, Vol. 253 of Studies in Health Technology and Informatics, U. Hübner, U. Sax, H.-U. Prokosch, B. Breil, H. Binder, A. Zapf, B. Strahwald, T. Beißbarth, N. Grabe, A. Schöler (eds.), pp. 160–164. IOS Press, 2018.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/gmds/KrebsBDEFKLEPK18, author = {Krebs, Jonathan and Bittrich, Max and Dietrich, Georg and Ertl, Maximilian and Fette, Georg and Kaspar, Mathias and Liman, Leon and Einsele, Hermann and Puppe, Frank and Knop, Stefan}, booktitle = {GMDS}, crossref = {conf/gmds/2018}, editor = {Hübner, Ursula and Sax, Ulrich and Prokosch, Hans-Ulrich and Breil, Bernhard and Binder, Harald and Zapf, Antonia and Strahwald, Brigitte and Beißbarth, Tim and Grabe, Niels and Schöler, Anke}, keywords = {myown}, pages = {160-164}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction.}, volume = 253, year = 2018 }
• 
  Exporting Data from a Clinical Data Warehouse. Fette, Georg; Kaspar, Mathias; Liman, Leon; Dietrich, Georg; Ertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank. In eHealth, Vol. 248 of Studies in Health Technology and Informatics, G. Schreier, D. Hayn (eds.), pp. 88–93. IOS Press, 2018.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/ehealth2/FetteKLDEKSP18, author = {Fette, Georg and Kaspar, Mathias and Liman, Leon and Dietrich, Georg and Ertl, Maximilian and Krebs, Jonathan and Störk, Stefan and Puppe, Frank}, booktitle = {eHealth}, crossref = {conf/ehealth2/2018}, editor = {Schreier, Günter and Hayn, Dieter}, keywords = {myown}, pages = {88-93}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Exporting Data from a Clinical Data Warehouse.}, volume = 248, year = 2018 }
• 
  Improving OCR Accuracy on Early Printed Books by Utilizing Cross Fold Training and Voting. Reul, Christian; Springmann, Uwe; Wick, Christoph; Puppe, Frank. In 2018 13th IAPR International Workshop on Document Analysis Systems. 2018.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In this paper we introduce a method that significantly reduces the character error rates for OCR text obtained from OCRopus models trained on early printed books. The method uses a combination of cross fold training and confidence based voting. After allocating the available ground truth in different subsets several training processes are performed, each resulting in a specific OCR model. The OCR text generated by these models then gets voted to determine the final output by taking the recognized characters, their alternatives, and the confidence values assigned to each character into consideration. Experiments on seven early printed books show that the proposed method outperforms the standard approach considerably by reducing the amount of errors by up to 50% and more.

  @article{reul2018voting, abstract = {In this paper we introduce a method that significantly reduces the character error rates for OCR text obtained from OCRopus models trained on early printed books. The method uses a combination of cross fold training and confidence based voting. After allocating the available ground truth in different subsets several training processes are performed, each resulting in a specific OCR model. The OCR text generated by these models then gets voted to determine the final output by taking the recognized characters, their alternatives, and the confidence values assigned to each character into consideration. Experiments on seven early printed books show that the proposed method outperforms the standard approach considerably by reducing the amount of errors by up to 50% and more.}, author = {Reul, Christian and Springmann, Uwe and Wick, Christoph and Puppe, Frank}, journal = {2018 13th IAPR International Workshop on Document Analysis Systems}, keywords = {myown:selected}, title = {Improving OCR Accuracy on Early Printed Books by Utilizing Cross Fold Training and Voting}, year = 2018 }
• 
  Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction. Krebs, Jonathan; Bittrich, Max; Dietrich, Georg; Ertl, Maximilian; Fette, Georg; Kaspar, Mathias; Liman, Leon; Einsele, Hermann; Puppe, Frank; Knop, Stefan. In GMDS, Vol. 253 of Studies in Health Technology and Informatics, U. Hübner, U. Sax, H.-U. Prokosch, B. Breil, H. Binder, A. Zapf, B. Strahwald, T. Beißbarth, N. Grabe, A. Schöler (eds.), pp. 160–164. IOS Press, 2018.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/gmds/KrebsBDEFKLEPK18, author = {Krebs, Jonathan and Bittrich, Max and Dietrich, Georg and Ertl, Maximilian and Fette, Georg and Kaspar, Mathias and Liman, Leon and Einsele, Hermann and Puppe, Frank and Knop, Stefan}, booktitle = {GMDS}, crossref = {conf/gmds/2018}, editor = {Hübner, Ursula and Sax, Ulrich and Prokosch, Hans-Ulrich and Breil, Bernhard and Binder, Harald and Zapf, Antonia and Strahwald, Brigitte and Beißbarth, Tim and Grabe, Niels and Schöler, Anke}, keywords = {myown}, pages = {160-164}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction.}, volume = 253, year = 2018 }
• 
  Annotation and beyond – Using {ATHEN} Annotation and Text Highlighting Environment. Krug, Markus; Tu, Ngoc Duyen Tanja; Weimer, Lukas; Reger, Isabella; Konle, Leonard; Jannidis, Fotis; Puppe, Frank. In DHd 2018. 2018.
  • [ BibTeX ]
  @inproceedings{krug2018ATHEN, author = {Krug, Markus and Tu, Ngoc Duyen Tanja and Weimer, Lukas and Reger, Isabella and Konle, Leonard and Jannidis, Fotis and Puppe, Frank}, booktitle = {DHd 2018}, keywords = {myown}, title = {Annotation and beyond – Using {ATHEN} Annotation and Text Highlighting Environment}, year = 2018 }
• 
  Comparison of OCR Accuracy on Early Printed Books using the Open Source Engines Calamari and OCRopus. Wick, Christoph; Reul, Christian; Puppe, Frank. In Vol. 33, pp. 79–96. 2018.
  • [ BibTeX ]
  @book{wick2018comparison, author = {Wick, Christoph and Reul, Christian and Puppe, Frank}, journal = {JLCL}, keywords = {dissertation}, number = 1, pages = {79-96}, title = {Comparison of OCR Accuracy on Early Printed Books using the Open Source Engines Calamari and OCRopus}, volume = 33, year = 2018 }
• 
  The {SECCO} Ontology for the Retrieval and Generation of Security Concepts. Korger, Andreas; Baumeister, Joachim. In ICCBR 2018 - 26th International Conference on Case-Based Reasoning. Springer, Stockholm, Sweden, 2018.
  • [ BibTeX ]
  @inproceedings{korger2018secco, address = {Stockholm, Sweden}, author = {Korger, Andreas and Baumeister, Joachim}, booktitle = {ICCBR 2018 - 26th International Conference on Case-Based Reasoning}, keywords = {myown}, month = {07}, publisher = {Springer}, title = {The {SECCO} Ontology for the Retrieval and Generation of Security Concepts}, year = 2018 }
• 
  Exporting Data from a Clinical Data Warehouse. Fette, Georg; Kaspar, Mathias; Liman, Leon; Dietrich, Georg; Ertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank. In Studies in Health Technology and Informatics, I. Press (ed.). 2018.
  • [ BibTeX ]
  • [ URL ]
  @article{fette2018exporting, author = {Fette, Georg and Kaspar, Mathias and Liman, Leon and Dietrich, Georg and Ertl, Maximilian and Krebs, Jonathan and Störk, Stefan and Puppe, Frank}, editor = {Press, IOS}, journal = {Studies in Health Technology and Informatics}, keywords = {misbased}, month = {05}, title = {Exporting Data from a Clinical Data Warehouse}, year = 2018 }
• 
  Underestimated prevalence of heart failure in hospital inpatients: a comparison of ICD codes and discharge letter information. Kaspar, Mathias; Fette, Georg; Güder, Gülmisal; Seidlmayer, Lea; Ertl, Maximilian; Dietrich, Georg; Greger, Helmut; Puppe, Frank; Störk, Stefan. In Clinical Research in Cardiology, S. B. Heidelberg (ed.), p. 10. 2018.
  • [ BibTeX ]
  • [ URL ]
  @article{kaspar2018underestimated, author = {Kaspar, Mathias and Fette, Georg and Güder, Gülmisal and Seidlmayer, Lea and Ertl, Maximilian and Dietrich, Georg and Greger, Helmut and Puppe, Frank and Störk, Stefan}, editor = {Heidelberg, Springer Berlin}, journal = {Clinical Research in Cardiology}, keywords = {misbased}, month = {04}, pages = 10, title = {Underestimated prevalence of heart failure in hospital inpatients: a comparison of ICD codes and discharge letter information}, year = 2018 }
• 
  Estimating a bias in ICD encodings for billing purposes. Fette, Georg; Krug, Markus; Kaspar, Mathias; Liman, Leon; Dietrich, Georg; Ertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank. In Studies in Health Technology and Informatics, 247, I. Press (ed.), pp. 141–145. 2018.
  • [ BibTeX ]
  • [ URL ]
  @article{fette2018estimating, author = {Fette, Georg and Krug, Markus and Kaspar, Mathias and Liman, Leon and Dietrich, Georg and Ertl, Maximilian and Krebs, Jonathan and Störk, Stefan and Puppe, Frank}, editor = {Press, IOS}, journal = {Studies in Health Technology and Informatics}, keywords = {misbased}, month = {04}, pages = {141-145}, title = {Estimating a bias in ICD encodings for billing purposes}, volume = 247, year = 2018 }
• 
  Evaluation of Configuration Knowledge in Industrial Manufacturing. Baumeister, Joachim. In Lernen. Wissen. Daten. Analysen. (LWDA 2018). Mannheim, 2018.
  • [ BibTeX ]
  @conference{baumeister2018evaluation, address = {Mannheim}, author = {Baumeister, Joachim}, booktitle = {Lernen. Wissen. Daten. Analysen. (LWDA 2018)}, keywords = {knowledgeEngineering}, month = {08}, title = {Evaluation of Configuration Knowledge in Industrial Manufacturing}, year = 2018 }
• 
  ClaiRE at SemEval-2018 Task 7-Extended Version. Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas. In arXiv preprint arXiv:1804.05825. 2018.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  In this paper we describe our post-evaluation results for SemEval-2018 Task 7 on classification of semantic relations in scientific literature for clean (subtask 1.1) and noisy data (subtask 1.2). Due to space limitations we publish an extended version of Hettinger et al. (2018) including further technical details and changes made to the preprocessing step in the post-evaluation phase. Due to these changes Classification of Relations using Embeddings (ClaiRE) achieved an improved F1 score of 75.11% for the first subtask and 81.44% for the second.

  @article{hettinger2018claire, abstract = {In this paper we describe our post-evaluation results for SemEval-2018 Task 7 on classification of semantic relations in scientific literature for clean (subtask 1.1) and noisy data (subtask 1.2). Due to space limitations we publish an extended version of Hettinger et al. (2018) including further technical details and changes made to the preprocessing step in the post-evaluation phase. Due to these changes Classification of Relations using Embeddings (ClaiRE) achieved an improved F1 score of 75.11% for the first subtask and 81.44% for the second.}, author = {Hettinger, Lena and Dallmann, Alexander and Zehe, Albin and Niebler, Thomas and Hotho, Andreas}, journal = {arXiv preprint arXiv:1804.05825}, keywords = {extraction}, note = {This is the extended version for our work: ClaiRE at SemEval-2018 Task 7}, title = {ClaiRE at SemEval-2018 Task 7-Extended Version}, type = {Publication}, year = 2018 }
• 
  Exporting Data from a Clinical Data Warehouse. Fette, Georg; Kaspar, Mathias; Liman, Leon; Dietrich, Georg; Ertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank. In eHealth, Vol. 248 of Studies in Health Technology and Informatics, G. Schreier, D. Hayn (eds.), pp. 88–93. IOS Press, 2018.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/ehealth2/FetteKLDEKSP18, author = {Fette, Georg and Kaspar, Mathias and Liman, Leon and Dietrich, Georg and Ertl, Maximilian and Krebs, Jonathan and Störk, Stefan and Puppe, Frank}, booktitle = {eHealth}, crossref = {conf/ehealth2/2018}, editor = {Schreier, Günter and Hayn, Dieter}, keywords = {myown}, pages = {88-93}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Exporting Data from a Clinical Data Warehouse.}, volume = 248, year = 2018 }
• 
  Cardiac troponins for the diagnosis of acute myocardial infarction in chronic kidney disease. Kraus, Daniel; von Jeinsen, Beatrice; Tzikas, Stergios; Palapies, Lars; Zeller, Tanja; Bickel, Christoph; Fette, Georg; J. Lackner, Karl; Drechsler, Christiane; T. Neumann, Johannes; Baldus, Stephan; Blankenberg, Stefan; Münzel, Thomas; Wanner, Christoph; M. Zeiher, Andreas; Keller, Till. In Journal of the American Heart Association, 7(19), p. e008032. 2018.
  • [ BibTeX ]
  • [ URL ]
  @article{kraus2018cardiac, author = {Kraus, Daniel and von Jeinsen, Beatrice and Tzikas, Stergios and Palapies, Lars and Zeller, Tanja and Bickel, Christoph and Fette, Georg and J. Lackner, Karl and Drechsler, Christiane and T. Neumann, Johannes and Baldus, Stephan and Blankenberg, Stefan and Münzel, Thomas and Wanner, Christoph and M. Zeiher, Andreas and Keller, Till}, journal = {Journal of the American Heart Association}, keywords = {misbased}, month = {09}, number = 19, pages = {e008032}, title = {Cardiac troponins for the diagnosis of acute myocardial infarction in chronic kidney disease}, volume = 7, year = 2018 }
• 
  Analysing Direct Speech in German Novels. Jannidis, Fotis; Konle, Leonard; Zehe, Albin; Hotho, Andreas; Krug, Markus. In DHd 2018. 2018.
  • [ BibTeX ]
  @inproceedings{jannidis2018analysing, author = {Jannidis, Fotis and Konle, Leonard and Zehe, Albin and Hotho, Andreas and Krug, Markus}, booktitle = {DHd 2018}, keywords = {directspeech}, title = {Analysing Direct Speech in German Novels}, year = 2018 }
• 
  Comparison of OCR Accuracy on Early Printed Books using the Open Source Engines Calamari and OCRopus. Wick, Christoph; Reul, Christian; Puppe, Frank. In JLCL: Special Issue on Automatic Text and Layout Recognition, 33(1), pp. 79–96. 2018.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  This paper proposes a combination of a convolutional and an LSTM network to improve the accuracy of OCR on early printed books. While the default approach of line based OCR is to use a single LSTM layer as provided by the well-established OCR software OCRopus (OCRopy), we utilize a CNN- and Pooling-Layer combination in advance of an LSTM layer as implemented by the novel OCR software Calamari. Since historical prints often require book specific models trained on manually labeled ground truth (GT) the goal is to maximize the recognition accuracy of a trained model while keeping the needed manual effort to a minimum. We show, that the deep model significantly outperforms the shallow LSTM network when using both many and only a few training examples, although the deep network has a higher amount of trainable parameters. Hereby, the error rate is reduced by a factor of up to 55%, yielding character error rates (CER) of 1% and below for 1,000 lines of training. To further improve the results, we apply a confidence voting mechanism to achieve CERs below 0.5%. A simple data augmentation scheme and the usage of pretrained models reduces the CER further by up to 62% if only few training data is available. Thus, we require only 100 lines of GT to reach an average CER of 1.2%. The runtime of the deep model for training and prediction of a book behaves very similar to a shallow network when trained on a CPU. However, the usage of a GPU, as supported by Calamari, reduces the prediction time by a factor of at least four and the training time by more than six.

  @article{wick2018comparison, abstract = {This paper proposes a combination of a convolutional and an LSTM network to improve the accuracy of OCR on early printed books. While the default approach of line based OCR is to use a single LSTM layer as provided by the well-established OCR software OCRopus (OCRopy), we utilize a CNN- and Pooling-Layer combination in advance of an LSTM layer as implemented by the novel OCR software Calamari. Since historical prints often require book specific models trained on manually labeled ground truth (GT) the goal is to maximize the recognition accuracy of a trained model while keeping the needed manual effort to a minimum. We show, that the deep model significantly outperforms the shallow LSTM network when using both many and only a few training examples, although the deep network has a higher amount of trainable parameters. Hereby, the error rate is reduced by a factor of up to 55%, yielding character error rates (CER) of 1% and below for 1,000 lines of training. To further improve the results, we apply a confidence voting mechanism to achieve CERs below 0.5%. A simple data augmentation scheme and the usage of pretrained models reduces the CER further by up to 62% if only few training data is available. Thus, we require only 100 lines of GT to reach an average CER of 1.2%. The runtime of the deep model for training and prediction of a book behaves very similar to a shallow network when trained on a CPU. However, the usage of a GPU, as supported by Calamari, reduces the prediction time by a factor of at least four and the training time by more than six.}, author = {Wick, Christoph and Reul, Christian and Puppe, Frank}, journal = {JLCL: Special Issue on Automatic Text and Layout Recognition}, keywords = {myown}, number = 1, pages = {79-96}, title = {Comparison of OCR Accuracy on Early Printed Books using the Open Source Engines Calamari and OCRopus}, volume = 33, year = 2018 }
• 
  Estimating a Bias in ICD Encodings for Billing Purposes. Fette, Georg; Krug, Markus; Kaspar, Mathias; Liman, Leon; Dietrich, Georg; Ertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank. In MIE, Vol. 247 of Studies in Health Technology and Informatics, A. Ugon, D. Karlsson, G. O. Klein, A. Moen (eds.), pp. 141–145. IOS Press, 2018.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/mie/FetteKKLDEKSP18, author = {Fette, Georg and Krug, Markus and Kaspar, Mathias and Liman, Leon and Dietrich, Georg and Ertl, Maximilian and Krebs, Jonathan and Störk, Stefan and Puppe, Frank}, booktitle = {MIE}, crossref = {conf/mie/2018}, editor = {Ugon, Adrien and Karlsson, Daniel and Klein, Gunnar O. and Moen, Anne}, keywords = {myown}, pages = {141-145}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Estimating a Bias in ICD Encodings for Billing Purposes.}, volume = 247, year = 2018 }

• 
  Transfer Learning for OCRopus Model Training on Early Printed Books. Reul, Christian; Wick, Christoph; Springmann, Uwe; Puppe, Frank. 2017.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  A method is presented that significantly reduces the character error rates for OCR text obtained from OCRopus models trained on early printed books when only small amounts of diplomatic transcriptions are available. This is achieved by building from already existing models during training instead of starting from scratch. To overcome the discrepancies between the set of characters of the pretrained model and the additional ground truth the OCRopus code is adapted to allow for alphabet expansion or reduction. The character set is now capable of flexibly adding and deleting characters from the pretrained alphabet when an existing model is loaded. For our experiments we use a self-trained mixed model on early Latin prints and the two standard OCRopus models on modern English and German Fraktur texts. The evaluation on seven early printed books showed that training from the Latin mixed model reduces the average amount of errors by 43% and 26%, respectively compared to training from scratch with 60 and 150 lines of ground truth, respectively. Furthermore, it is shown that even building from mixed models trained on data unrelated to the newly added training and test data can lead to significantly improved recognition results.

  @misc{reul2017transfer, abstract = {A method is presented that significantly reduces the character error rates for OCR text obtained from OCRopus models trained on early printed books when only small amounts of diplomatic transcriptions are available. This is achieved by building from already existing models during training instead of starting from scratch. To overcome the discrepancies between the set of characters of the pretrained model and the additional ground truth the OCRopus code is adapted to allow for alphabet expansion or reduction. The character set is now capable of flexibly adding and deleting characters from the pretrained alphabet when an existing model is loaded. For our experiments we use a self-trained mixed model on early Latin prints and the two standard OCRopus models on modern English and German Fraktur texts. The evaluation on seven early printed books showed that training from the Latin mixed model reduces the average amount of errors by 43% and 26%, respectively compared to training from scratch with 60 and 150 lines of ground truth, respectively. Furthermore, it is shown that even building from mixed models trained on data unrelated to the newly added training and test data can lead to significantly improved recognition results.}, author = {Reul, Christian and Wick, Christoph and Springmann, Uwe and Puppe, Frank}, keywords = {dissertation}, note = {cite arxiv:1712.05586}, title = {Transfer Learning for OCRopus Model Training on Early Printed Books}, year = 2017 }
• 
  Patients not consenting in registry participation- another black box in acute heart failure registries. Results from AHF Registry. Feldmann, C; Mathias, Kaspar; Mittenzwei, K; Mohrbach, Carline; Ertl, Max; Fette, Georg; Puppe, Frank; Ertl, Georg; Angermann, Chritine; Stoerk, Stefan. 2017.
  • [ BibTeX ]
  • [ URL ]
  @conference{feldmann2017patients, author = {Feldmann, C and Mathias, Kaspar and Mittenzwei, K and Mohrbach, Carline and Ertl, Max and Fette, Georg and Puppe, Frank and Ertl, Georg and Angermann, Chritine and Stoerk, Stefan}, keywords = {misbased}, title = {Patients not consenting in registry participation- another black box in acute heart failure registries. Results from AHF Registry}, year = 2017 }
• 
  A customizable importer for the clinical data warehouses PaDaWaN and I2B2. Georg, Fette; Mathias, Kaspar; Georg, Dietrich; Max, Ertl; Jonathan, Krebs; Stefan, Störk; Frank, Puppe. In Studies in Health Technology and Informatics. 2017.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @article{georg2017customizable, author = {Georg, Fette and Mathias, Kaspar and Georg, Dietrich and Max, Ertl and Jonathan, Krebs and Stefan, Störk and Frank, Puppe}, journal = {Studies in Health Technology and Informatics}, keywords = {misbased}, title = {A customizable importer for the clinical data warehouses PaDaWaN and I2B2}, year = 2017 }
• 
  Patient’s and physician’s awareness of kidney disease in coronary heart disease patients – a cross-sectional analysis of the German subset of the EUROASPIRE IV survey. Wagner, Martin; Wanner, Christoph; Schich, Martin; Kotseva, Kornelia; Wood, David; Hartmann, Katrin; Fette, Georg; Rücker, Viktoria; Oezkur, Mehmet; Störk, Stefan; Heuschmann, Peter U. In BMC Nephrology. 2017.
  • [ BibTeX ]
  • [ URL ]
  @article{wagner2017patients, author = {Wagner, Martin and Wanner, Christoph and Schich, Martin and Kotseva, Kornelia and Wood, David and Hartmann, Katrin and Fette, Georg and Rücker, Viktoria and Oezkur, Mehmet and Störk, Stefan and Heuschmann, Peter U.}, journal = {BMC Nephrology}, keywords = {misbased}, title = {Patient’s and physician’s awareness of kidney disease in coronary heart disease patients – a cross-sectional analysis of the German subset of the EUROASPIRE IV survey}, year = 2017 }
• 
  Leaf Identification Using a Deep Convolutional Neural Network. Wick, Christoph; Puppe, Frank. 2017.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Convolutional neural networks (CNNs) have become popular especially in computer vision in the last few years because they achieved outstanding performance on different tasks, such as image classifications. We propose a nine-layer CNN for leaf identification using the famous Flavia and Foliage datasets. Usually the supervised learning of deep CNNs requires huge datasets for training. However, the used datasets contain only a few examples per plant species. Therefore, we apply data augmentation and transfer learning to prevent our network from overfitting. The trained CNNs achieve recognition rates above 99% on the Flavia and Foliage datasets, and slightly outperform current methods for leaf classification.

  @misc{wick2017leafidentification, abstract = {Convolutional neural networks (CNNs) have become popular especially in computer vision in the last few years because they achieved outstanding performance on different tasks, such as image classifications. We propose a nine-layer CNN for leaf identification using the famous Flavia and Foliage datasets. Usually the supervised learning of deep CNNs requires huge datasets for training. However, the used datasets contain only a few examples per plant species. Therefore, we apply data augmentation and transfer learning to prevent our network from overfitting. The trained CNNs achieve recognition rates above 99% on the Flavia and Foliage datasets, and slightly outperform current methods for leaf classification.}, author = {Wick, Christoph and Puppe, Frank}, keywords = {cnn}, note = {cite arxiv:1712.00967}, title = {Leaf Identification Using a Deep Convolutional Neural Network}, year = 2017 }
• 
  Learning Semantic Relatedness From Human Feedback Using Metric Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas. In arXiv preprint arXiv:1705.07425. 2017.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  Assessing the degree of semantic relatedness between words is an important task with a variety of semantic applications, such as ontology learning for the Semantic Web, semantic search or query expansion. To accomplish this in an automated fashion, many relatedness measures have been proposed. However, most of these metrics only encode information contained in the underlying corpus and thus do not directly model human intuition. To solve this, we propose to utilize a metric learning approach to improve existing semantic relatedness measures by learning from additional information, such as explicit human feedback. For this, we argue to use word embeddings instead of traditional high-dimensional vector representations in order to leverage their semantic density and to reduce computational cost. We rigorously test our approach on several domains including tagging data as well as publicly available embeddings based on Wikipedia texts and navigation. Human feedback about semantic relatedness for learning and evaluation is extracted from publicly available datasets such as MEN or WS-353. We find that our method can significantly improve semantic relatedness measures by learning from additional information, such as explicit human feedback. For tagging data, we are the first to generate and study embeddings. Our results are of special interest for ontology and recommendation engineers, but also for any other researchers and practitioners of Semantic Web techniques.

  @article{niebler2017learning, abstract = {Assessing the degree of semantic relatedness between words is an important task with a variety of semantic applications, such as ontology learning for the Semantic Web, semantic search or query expansion. To accomplish this in an automated fashion, many relatedness measures have been proposed. However, most of these metrics only encode information contained in the underlying corpus and thus do not directly model human intuition. To solve this, we propose to utilize a metric learning approach to improve existing semantic relatedness measures by learning from additional information, such as explicit human feedback. For this, we argue to use word embeddings instead of traditional high-dimensional vector representations in order to leverage their semantic density and to reduce computational cost. We rigorously test our approach on several domains including tagging data as well as publicly available embeddings based on Wikipedia texts and navigation. Human feedback about semantic relatedness for learning and evaluation is extracted from publicly available datasets such as MEN or WS-353. We find that our method can significantly improve semantic relatedness measures by learning from additional information, such as explicit human feedback. For tagging data, we are the first to generate and study embeddings. Our results are of special interest for ontology and recommendation engineers, but also for any other researchers and practitioners of Semantic Web techniques.}, author = {Niebler, Thomas and Becker, Martin and Pölitz, Christian and Hotho, Andreas}, journal = {arXiv preprint arXiv:1705.07425}, keywords = {selected}, note = {cite arxiv: 1705.07425}, title = {Learning Semantic Relatedness From Human Feedback Using Metric Learning}, type = {Publication}, year = 2017 }
• 
  Semi-Automatic Terminology Generation for Information Extraction from German Chest X-Ray Reports. Krebs, Jonathan; Corovic, Hamo; Dietrich, Georg; Ertl, Max; Fette, Georg; Kaspar, Mathias; Krug, Markus; Störk, Stefan; Puppe, Frank. In GMDS, Vol. 243 of Studies in Health Technology and Informatics, R. Röhrig, A. Timmer, H. Binder, U. Sax (eds.), pp. 80–84. IOS Press, 2017.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/gmds/KrebsCDEFKKSP17, author = {Krebs, Jonathan and Corovic, Hamo and Dietrich, Georg and Ertl, Max and Fette, Georg and Kaspar, Mathias and Krug, Markus and Störk, Stefan and Puppe, Frank}, booktitle = {GMDS}, crossref = {conf/gmds/2017}, editor = {Röhrig, Rainer and Timmer, Antje and Binder, Harald and Sax, Ulrich}, keywords = {myown}, pages = {80-84}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Semi-Automatic Terminology Generation for Information Extraction from German Chest X-Ray Reports.}, volume = 243, year = 2017 }
• 
  Extending the Query Language of a Data Warehouse for Patient Recruitment. Dietrich, Georg; Ertl, Maximilian; Fette, Georg; Kaspar, Mathias; Krebs, Jonathan; Mackenrodt, Daniel; Störk, Stefan; Puppe, Frank. In GMDS, Vol. 243 of Studies in Health Technology and Informatics, R. Röhrig, A. Timmer, H. Binder, U. Sax (eds.), pp. 152–156. IOS Press, 2017.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/gmds/DietrichEFKKMSP17, author = {Dietrich, Georg and Ertl, Maximilian and Fette, Georg and Kaspar, Mathias and Krebs, Jonathan and Mackenrodt, Daniel and Störk, Stefan and Puppe, Frank}, booktitle = {GMDS}, crossref = {conf/gmds/2017}, editor = {Röhrig, Rainer and Timmer, Antje and Binder, Harald and Sax, Ulrich}, keywords = {myown}, pages = {152-156}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {Extending the Query Language of a Data Warehouse for Patient Recruitment.}, volume = 243, year = 2017 }
• 
  Playing Music in Just Intonation - A Dynamically Adapting Tuning Scheme. Stange, Karolin; Wick, Christoph; Hinrichsen, Haye. 2017.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  We introduce a dynamically adapting tuning scheme for microtonal tuning of musical instruments, allowing the performer to play music in just intonation in any key. Unlike previous methods, which are based on a procedural analysis of the chordal structure, the suggested tuning scheme continually solves a system of linear equations without making explicit decisions. In complex situations, where not all intervals of a chord can be tuned according to just frequency ratios, the method automatically yields a tempered compromise. We outline the implementation of the algorithm in an open-source software project that we have provided in order to demonstrate the feasibility of the tuning method.

  @misc{stange2017playing, abstract = {We introduce a dynamically adapting tuning scheme for microtonal tuning of musical instruments, allowing the performer to play music in just intonation in any key. Unlike previous methods, which are based on a procedural analysis of the chordal structure, the suggested tuning scheme continually solves a system of linear equations without making explicit decisions. In complex situations, where not all intervals of a chord can be tuned according to just frequency ratios, the method automatically yields a tempered compromise. We outline the implementation of the algorithm in an open-source software project that we have provided in order to demonstrate the feasibility of the tuning method.}, author = {Stange, Karolin and Wick, Christoph and Hinrichsen, Haye}, keywords = {just_intonation}, note = {cite arxiv:1706.04338Comment: 21 pages, 4 figures}, title = {Playing Music in Just Intonation - A Dynamically Adapting Tuning Scheme}, year = 2017 }
• 
  Comparison of Methods for Automatic Relation Extraction in German Novels. Krug, Markus; Wick, Christoph; Jannidis, Fotis; Reger, Isabella; Weimer, Lukas; Madarasz, Nathalie; Puppe, Frank. In Dhd Tagung. 2017.
  • [ BibTeX ]
  @article{krugRelationen, author = {Krug, Markus and Wick, Christoph and Jannidis, Fotis and Reger, Isabella and Weimer, Lukas and Madarasz, Nathalie and Puppe, Frank}, journal = {Dhd Tagung}, keywords = {myown}, title = {Comparison of Methods for Automatic Relation Extraction in German Novels}, year = 2017 }
• 
  A Customizable Importer for the Clinical Data Warehouses PaDaWaN and I2B2. Fette, Georg; Kaspar, Mathias; Dietrich, Georg; Ertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank. In GMDS, Vol. 243 of Studies in Health Technology and Informatics, R. Röhrig, A. Timmer, H. Binder, U. Sax (eds.), pp. 90–94. IOS Press, 2017.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/gmds/FetteKDEKSP17, author = {Fette, Georg and Kaspar, Mathias and Dietrich, Georg and Ertl, Maximilian and Krebs, Jonathan and Störk, Stefan and Puppe, Frank}, booktitle = {GMDS}, crossref = {conf/gmds/2017}, editor = {Röhrig, Rainer and Timmer, Antje and Binder, Harald and Sax, Ulrich}, keywords = {myown}, pages = {90-94}, publisher = {IOS Press}, series = {Studies in Health Technology and Informatics}, title = {A Customizable Importer for the Clinical Data Warehouses PaDaWaN and I2B2.}, volume = 243, year = 2017 }
• 
  SP308 INTRA-INDIVIDUAL CHANGES IN HIGH-SENSITIVE TROPONIN I AND T LEVELS IMPROVE DIAGNOSTIC PERFORMANCE FOR ACUTE MYOCARDIAL INFARCTION IN PATIENTS WITH CHRONIC KIDNEY DISEASE. Kraus, Daniel; von Jeinsen, Beatrice; Tzikas, Stergios; Palapies, Lars; Zeller, Tanja; Bickel, Christoph; Fette, Georg; Lackner, Karl; Drechsler, Christiane; Neumann, Johannes; others. In Nephrology Dialysis Transplantation, 32(suppl\_3), pp. iii211-iii211. Oxford University Press, 2017.
  • [ BibTeX ]
  • [ URL ]
  @article{kraus2017sp308, author = {Kraus, Daniel and von Jeinsen, Beatrice and Tzikas, Stergios and Palapies, Lars and Zeller, Tanja and Bickel, Christoph and Fette, Georg and Lackner, Karl and Drechsler, Christiane and Neumann, Johannes and others}, journal = {Nephrology Dialysis Transplantation}, keywords = {misbased}, number = {suppl\_3}, pages = {iii211–iii211}, publisher = {Oxford University Press}, title = {SP308 INTRA-INDIVIDUAL CHANGES IN HIGH-SENSITIVE TROPONIN I AND T LEVELS IMPROVE DIAGNOSTIC PERFORMANCE FOR ACUTE MYOCARDIAL INFARCTION IN PATIENTS WITH CHRONIC KIDNEY DISEASE}, volume = 32, year = 2017 }
• 
  Case Study of a highly automated Layout Analysis and OCR of an incunabulum: ‘Der Heiligen Leben’ (1488). Reul, Christian; Dittrich, Marco; Gruner, Martin. In Proceedings of the 2nd International Conference on Digital Access to Textual Cultural Heritage. ACM, 2017.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  This paper provides the first thorough documentation of a high quality digitization process applied to an early printed book from the incunabulum period (1450-1500). The entire OCR related workflow including preprocessing, layout analysis and text recognition is illustrated in detail using the example of ‘Der Heiligen Leben’, printed in Nuremberg in 1488. For each step the required time expenditure was recorded. The character recognition yielded excellent results both on character (97.57%) and word (92.19%) level. Furthermore, a comparison of a highly automated (LAREX) and a manual (Aletheia) method for layout analysis was performed. By considerably automating the segmentation the required human effort was reduced significantly from over 100 hours to less than six hours, resulting in only a slight drop in OCR accuracy. Realistic estimates for the human effort necessary for full text extraction from incunabula can be derived from this study. The printed pages of the complete work together with the OCR result is available online 1 ready to be inspected and downloaded.

  @article{reul2017study, abstract = {This paper provides the first thorough documentation of a high quality digitization process applied to an early printed book from the incunabulum period (1450-1500). The entire OCR related workflow including preprocessing, layout analysis and text recognition is illustrated in detail using the example of ‘Der Heiligen Leben’, printed in Nuremberg in 1488. For each step the required time expenditure was recorded. The character recognition yielded excellent results both on character (97.57%) and word (92.19%) level. Furthermore, a comparison of a highly automated (LAREX) and a manual (Aletheia) method for layout analysis was performed. By considerably automating the segmentation the required human effort was reduced significantly from over 100 hours to less than six hours, resulting in only a slight drop in OCR accuracy. Realistic estimates for the human effort necessary for full text extraction from incunabula can be derived from this study. The printed pages of the complete work together with the OCR result is available online 1 ready to be inspected and downloaded.}, author = {Reul, Christian and Dittrich, Marco and Gruner, Martin}, journal = {Proceedings of the 2nd International Conference on Digital Access to Textual Cultural Heritage}, keywords = {incunabula}, publisher = {ACM}, title = {Case Study of a highly automated Layout Analysis and OCR of an incunabulum: ‘Der Heiligen Leben’ (1488)}, year = 2017 }
• 
  Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images. Wick, Christoph; Puppe, Frank. 2017.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  We propose a high-performance fully convolutional neural network (FCN) for historical handwritten document segmentation that is designed to process a single page in one step. The advantage of this model beside its speed is its ability to directly learn from raw pixels instead of using preprocessing steps e. g. feature computation or superpixel generation. We show that this network yields better results than existing methods on different public data sets. For evaluation of this model we introduce a novel metric that is independent of ambiguous ground truth called Foreground Pixel Accuracy (FgPA). This pixel based measure only counts foreground pixels in the binarized page, any background pixel is omitted. The major advantage of this metric is, that it enables researchers to compare different segmentation methods on their ability to successfully segment text or pictures and not on their ability to learn and possibly overfit the peculiarities of an ambiguous hand-made ground truth segmentation.

  @misc{wick2017fcnhistdoc, abstract = {We propose a high-performance fully convolutional neural network (FCN) for historical handwritten document segmentation that is designed to process a single page in one step. The advantage of this model beside its speed is its ability to directly learn from raw pixels instead of using preprocessing steps e. g. feature computation or superpixel generation. We show that this network yields better results than existing methods on different public data sets. For evaluation of this model we introduce a novel metric that is independent of ambiguous ground truth called Foreground Pixel Accuracy (FgPA). This pixel based measure only counts foreground pixels in the binarized page, any background pixel is omitted. The major advantage of this metric is, that it enables researchers to compare different segmentation methods on their ability to successfully segment text or pictures and not on their ability to learn and possibly overfit the peculiarities of an ambiguous hand-made ground truth segmentation.}, author = {Wick, Christoph and Puppe, Frank}, keywords = {das_2018_1}, note = {cite arxiv:1711.07695Comment: 6 pages, 8 figures, conference}, title = {Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images}, year = 2017 }
• 
  Transfer Learning for OCRopus Model Training on Early Printed Books. Reul, Christian; Wick, Christoph; Springmann, Uwe; Puppe, Frank. In 027.7 Journal for Library Culture. 2017.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  A method is presented that significantly reduces the character error rates for OCR text obtained from OCRopus models trained on early printed books when only small amounts of diplomatic transcriptions are available. This is achieved by building from already existing models during training instead of starting from scratch. To overcome the discrepancies between the set of characters of the pretrained model and the additional ground truth the OCRopus code is adapted to allow for alphabet expansion or reduction. The character set is now capable of flexibly adding and deleting characters from the pretrained alphabet when an existing model is loaded. For our experiments we use a self-trained mixed model on early Latin prints and the two standard OCRopus models on modern English and German Fraktur texts. The evaluation on seven early printed books showed that training from the Latin mixed model reduces the average amount of errors by 43% and 26%, compared to training from scratch with 60 and 150 lines of ground truth, respectively. Furthermore, it is shown that even building from mixed models trained on standard data unrelated to the newly added training and test data can lead to significantly improved recognition results.

  @article{reul2017transfer, abstract = {A method is presented that significantly reduces the character error rates for OCR text obtained from OCRopus models trained on early printed books when only small amounts of diplomatic transcriptions are available. This is achieved by building from already existing models during training instead of starting from scratch. To overcome the discrepancies between the set of characters of the pretrained model and the additional ground truth the OCRopus code is adapted to allow for alphabet expansion or reduction. The character set is now capable of flexibly adding and deleting characters from the pretrained alphabet when an existing model is loaded. For our experiments we use a self-trained mixed model on early Latin prints and the two standard OCRopus models on modern English and German Fraktur texts. The evaluation on seven early printed books showed that training from the Latin mixed model reduces the average amount of errors by 43% and 26%, compared to training from scratch with 60 and 150 lines of ground truth, respectively. Furthermore, it is shown that even building from mixed models trained on standard data unrelated to the newly added training and test data can lead to significantly improved recognition results.}, author = {Reul, Christian and Wick, Christoph and Springmann, Uwe and Puppe, Frank}, journal = {027.7 Journal for Library Culture}, keywords = {myown}, title = {Transfer Learning for OCRopus Model Training on Early Printed Books}, year = 2017 }
• 
  Vergleich und Integration der Data Warehouse Architekturen PaDaWaN und i2b2. Liman, Leon. 2017.
  • [ BibTeX ]
  • [ Download ]
  @mastersthesis{liman2017dwPai2, author = {Liman, Leon}, keywords = {myown}, title = {Vergleich und Integration der Data Warehouse Architekturen PaDaWaN und i2b2}, year = 2017 }
• 
  {Overcoming Data Sparsity for Relation Detection in German Novels.}. Krug, Markus; Reger, Isabella; Jannidis, Fotis; Weimer, Lukas; Madar{á}sz, Nathalie; Puppe, Frank. In DH. 2017.
  • [ BibTeX ]
  @inproceedings{krug2017overcoming, author = {Krug, Markus and Reger, Isabella and Jannidis, Fotis and Weimer, Lukas and Madar{\'a}sz, Nathalie and Puppe, Frank}, booktitle = {DH}, keywords = {myown}, title = {{Overcoming Data Sparsity for Relation Detection in German Novels.}}, year = 2017 }
• 
  Extending the Query Language of a Data Warehouse for Patient Recruitment. Dietrich, Georg; Ertl, Max; Fette, Georg; Kaspar, Mathias; Krebs, Jonathan; Mackenrodt, Daniel; Stefan, Störk; Frank, Puppe. In Stud Health Inform, Medline und Web of Science. 2017.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{dietrich2017extending, author = {Dietrich, Georg and Ertl, Max and Fette, Georg and Kaspar, Mathias and Krebs, Jonathan and Mackenrodt, Daniel and Stefan, Störk and Frank, Puppe}, booktitle = {Stud Health Inform, Medline und Web of Science}, keywords = {misbased}, title = {Extending the Query Language of a Data Warehouse for Patient Recruitment}, year = 2017 }
• 
  Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas. In Proceedings of the ISWC 2017, N. Nikitina, D. Song, A. Fokoue, P. Haase (eds.). 2017.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{niebler2017learning_3, author = {Niebler, Thomas and Becker, Martin and Pölitz, Christian and Hotho, Andreas}, booktitle = {Proceedings of the ISWC 2017}, editor = {Nikitina, Nadeschda and Song, Dezhao and Fokoue, Achille and Haase, Peter}, keywords = {solvatio}, title = {Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning}, year = 2017 }
• 
  Knowledge Acquisition by Selflearning Methods with Structured Clinical Data. Scherer, Klaus Peter; Knöll, Daniel; Baumeister, Joachim; Furth, Sebastian. In IJAS: International Conference on Arts and Sciences. Montreal, 2017.
  • [ BibTeX ]
  @inproceedings{scherer2017knowledge, address = {Montreal}, author = {Scherer, Klaus Peter and Knöll, Daniel and Baumeister, Joachim and Furth, Sebastian}, booktitle = {IJAS: International Conference on Arts and Sciences}, keywords = {myown}, title = {Knowledge Acquisition by Selflearning Methods with Structured Clinical Data}, year = 2017 }
• 
  Improving OCR Accuracy on Early Printed Books by utilizing Cross Fold Training and Voting. Reul, Christian; Springmann, Uwe; Wick, Christoph; Puppe, Frank. 2017.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In this paper we introduce a method that significantly reduces the character error rates for OCR text obtained from OCRopus models trained on early printed books. The method uses a combination of cross fold training and confidence based voting. After allocating the available ground truth in different subsets several training processes are performed, each resulting in a specific OCR model. The OCR text generated by these models then gets voted to determine the final output by taking the recognized characters, their alternatives, and the confidence values assigned to each character into consideration. Experiments on seven early printed books show that the proposed method outperforms the standard approach considerably by reducing the amount of errors by up to 50% and more.

  @misc{reul2017ocrvoting, abstract = {In this paper we introduce a method that significantly reduces the character error rates for OCR text obtained from OCRopus models trained on early printed books. The method uses a combination of cross fold training and confidence based voting. After allocating the available ground truth in different subsets several training processes are performed, each resulting in a specific OCR model. The OCR text generated by these models then gets voted to determine the final output by taking the recognized characters, their alternatives, and the confidence values assigned to each character into consideration. Experiments on seven early printed books show that the proposed method outperforms the standard approach considerably by reducing the amount of errors by up to 50% and more.}, author = {Reul, Christian and Springmann, Uwe and Wick, Christoph and Puppe, Frank}, keywords = {das_2018_1}, note = {cite arxiv:1711.09670}, title = {Improving OCR Accuracy on Early Printed Books by utilizing Cross Fold Training and Voting}, year = 2017 }
• 
  Semi-automatic Terminology Generation for Information Extraction from German Chest X-ray Reports. Krebs, Jonathan; Corovic, Hamo; Dietrich, Georg; Ertl, Max; Fette, Georg; Kaspar, Mathias; Störk, Stefan; Puppe, Frank. In Stud Health Inform, Medline und Web of Science. 2017.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{krebs2017semiautomatic, author = {Krebs, Jonathan and Corovic, Hamo and Dietrich, Georg and Ertl, Max and Fette, Georg and Kaspar, Mathias and Störk, Stefan and Puppe, Frank}, booktitle = {Stud Health Inform, Medline und Web of Science}, keywords = {misbased}, title = {Semi-automatic Terminology Generation for Information Extraction from German Chest X-ray Reports}, year = 2017 }
• 
  Learning Word Embeddings from Tagging Data: A methodological comparison. Niebler, Thomas; Hahn, Luzian; Hotho, Andreas. In Proceedings of the LWDA. 2017.
  • [ BibTeX ]
  • [ Download ]
  @inproceedings{niebler2017learning_2, author = {Niebler, Thomas and Hahn, Luzian and Hotho, Andreas}, booktitle = {Proceedings of the LWDA}, keywords = {bibsonomy}, title = {Learning Word Embeddings from Tagging Data: A methodological comparison}, year = 2017 }
• 
  Constructing Technical Knowledge Organizations from Document Structures. Furth, Sebastian; Baumeister, Joachim. In Natural Language Processing and Information Systems: 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Li{è}ge, Belgium, June 21-23, 2017, Proceedings, F. Frasincar, A. Ittoo, L. M. Nguyen, E. M{é}tais (eds.), pp. 210–213. Springer International Publishing, Cham, 2017.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{Furth2017, address = {Cham}, author = {Furth, Sebastian and Baumeister, Joachim}, booktitle = {Natural Language Processing and Information Systems: 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Li{\`e}ge, Belgium, June 21-23, 2017, Proceedings}, editor = {Frasincar, Flavius and Ittoo, Ashwin and Nguyen, Le Minh and M{\'e}tais, Elisabeth}, keywords = {myown}, pages = {210–213}, publisher = {Springer International Publishing}, title = {Constructing Technical Knowledge Organizations from Document Structures}, year = 2017 }
• 
  TEKNO: Preparing Legacy Technical Documents for Semantic Information Systems. Furth, Sebastian; Schirm, Maximilian; Belli, Volker; Baumeister, Joachim. In Natural Language Processing and Information Systems: 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Li{è}ge, Belgium, June 21-23, 2017, Proceedings, F. Frasincar, A. Ittoo, L. M. Nguyen, E. M{é}tais (eds.), pp. 429–434. Springer International Publishing, Cham, 2017.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{Furth2017, address = {Cham}, author = {Furth, Sebastian and Schirm, Maximilian and Belli, Volker and Baumeister, Joachim}, booktitle = {Natural Language Processing and Information Systems: 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Li{\`e}ge, Belgium, June 21-23, 2017, Proceedings}, editor = {Frasincar, Flavius and Ittoo, Ashwin and Nguyen, Le Minh and M{\'e}tais, Elisabeth}, keywords = {myown}, pages = {429–434}, publisher = {Springer International Publishing}, title = {TEKNO: Preparing Legacy Technical Documents for Semantic Information Systems}, year = 2017 }
• 
  LAREX – A semi-automatic open-source Tool for Layout Analysis and Region Extraction on Early Printed Books. Reul, Christian; Springmann, Uwe; Puppe, Frank. In Proceedings of the 2nd International Conference on Digital Access to Textual Cultural Heritage. ACM, 2017.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  A semi-automatic open-source tool for layout analysis on early printed books is presented. LAREX uses a rule based connected components approach which is very fast, easily comprehensible for the user and allows an intuitive manual correction if necessary. The PageXML format is used to support integration into existing OCR workflows. Evaluations showed that LAREX provides an efficient and flexible way to segment pages of early printed books.

  @article{reul2017larex, abstract = {A semi-automatic open-source tool for layout analysis on early printed books is presented. LAREX uses a rule based connected components approach which is very fast, easily comprehensible for the user and allows an intuitive manual correction if necessary. The PageXML format is used to support integration into existing OCR workflows. Evaluations showed that LAREX provides an efficient and flexible way to segment pages of early printed books.}, author = {Reul, Christian and Springmann, Uwe and Puppe, Frank}, journal = {Proceedings of the 2nd International Conference on Digital Access to Textual Cultural Heritage}, keywords = {incunabula}, publisher = {ACM}, title = {LAREX – A semi-automatic open-source Tool for Layout Analysis and Region Extraction on Early Printed Books}, year = 2017 }

• 
  Requirements of Affective Information Systems in the Industrial Domain. Baumeister, Joachim. In Proceedings of Affective Computing and Context Awareness in Ambient Intelligence, Nalepa (ed.). 2016.
  • [ BibTeX ]
  @inproceedings{baumeister2016requirements, author = {Baumeister, Joachim}, booktitle = {Proceedings of Affective Computing and Context Awareness in Ambient Intelligence}, editor = {Nalepa}, keywords = {myown}, title = {Requirements of Affective Information Systems in the Industrial Domain}, year = 2016 }
• 
  Mining Subgroups with Exceptional Transition Behavior. Lemmerich, Florian; Becker, Martin; Singer, Philipp; Helic, Denis; Hotho, Andreas; Strohmaier, Markus. In KDD ’16: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 2016.
  • [ BibTeX ]
  @inproceedings{lemmerich2016subtrails, author = {Lemmerich, Florian and Becker, Martin and Singer, Philipp and Helic, Denis and Hotho, Andreas and Strohmaier, Markus}, booktitle = {KDD '16: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}, keywords = {myown}, organization = {ACM}, title = {Mining Subgroups with Exceptional Transition Behavior}, year = 2016 }
• 
  Linked Data City - Visualization of Linked Enterprise Data. Baumeister, Joachim; Furth, Sebastian; Roth, Lea; Belli, Volker. In Proceedings of the Conference "Lernen, Wissen, Daten, Analysen". 2016.
  • [ BibTeX ]
  @inproceedings{baumeister2016linked, author = {Baumeister, Joachim and Furth, Sebastian and Roth, Lea and Belli, Volker}, booktitle = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen"}, keywords = {apostl}, title = {Linked Data City - Visualization of Linked Enterprise Data}, year = 2016 }
• 
  UIMA Ruta: Rapid development of rule-based information extraction applications. Kluegl, Peter; Toepfer, Martin; Beck, Philip-Daniel; Fette, Georg; Puppe, Frank. In Natural Language Engineering, 22(1), pp. 1–40. 2016.
  • [ BibTeX ]
  • [ URL ]
  @article{journals/nle/KlueglTBFP16, author = {Kluegl, Peter and Toepfer, Martin and Beck, Philip-Daniel and Fette, Georg and Puppe, Frank}, journal = {Natural Language Engineering}, keywords = {myown}, number = 1, pages = {1-40}, title = {UIMA Ruta: Rapid development of rule-based information extraction applications.}, volume = 22, year = 2016 }
• 
  Extracting Semantics from Random Walks on Wikipedia: Comparing Learning and Counting Methods. Dallmann, Alexander; Niebler, Thomas; Lemmerich, Florian; Hotho, Andreas. In Proceedings of the 10th International Conference on Web and Social Media, R. West, L. Zia, D. Taraborelli, J. Leskovec (eds.). AAAI, 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  Semantic relatedness between words has been extracted from a variety of sources.In this ongoing work, we explore and compare several options for determining if semantic relatedness can be extracted from navigation structures in Wikipedia. In that direction, we first investigate the potential of representation learning techniques such as DeepWalk in comparison to previously applied methods based on counting co-occurrences. Since both methods are based on (random) paths in the network, we also study different approaches to generate paths from Wikipedia link structure. For this task, we do not only consider the link structure of Wikipedia, but also actual navigation behavior of users. Finally, we analyze if semantics can also be extracted from smaller subsets of the Wikipedia link network. As a result we find that representation learning techniques mostly outperform the investigated co-occurrence counting methods on the Wikipedia network. However, we find that this is not the case for paths sampled from human navigation behavior.

  @inproceedings{dallmann2016extracting, abstract = {Semantic relatedness between words has been extracted from a variety of sources.In this ongoing work, we explore and compare several options for determining if semantic relatedness can be extracted from navigation structures in Wikipedia. In that direction, we first investigate the potential of representation learning techniques such as DeepWalk in comparison to previously applied methods based on counting co-occurrences. Since both methods are based on (random) paths in the network, we also study different approaches to generate paths from Wikipedia link structure. For this task, we do not only consider the link structure of Wikipedia, but also actual navigation behavior of users. Finally, we analyze if semantics can also be extracted from smaller subsets of the Wikipedia link network. As a result we find that representation learning techniques mostly outperform the investigated co-occurrence counting methods on the Wikipedia network. However, we find that this is not the case for paths sampled from human navigation behavior.}, author = {Dallmann, Alexander and Niebler, Thomas and Lemmerich, Florian and Hotho, Andreas}, booktitle = {Proceedings of the 10th International Conference on Web and Social Media}, editor = {West, Robert and Zia, Leila and Taraborelli, Dario and Leskovec, Jure}, keywords = {solvatio}, publisher = {AAAI}, title = {Extracting Semantics from Random Walks on Wikipedia: Comparing Learning and Counting Methods}, year = 2016 }
• 
  Semantification of Large Corpora of Technical Documentation. Furth, Sebastian; Baumeister, Joachim. In Enterprise Big Data Engineering, Analytics, and Management, M. Atzmueller, S. Oussena, T. Roth-Berghofer (eds.). IGI Global, 2016.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{furth2016semantification, author = {Furth, Sebastian and Baumeister, Joachim}, booktitle = {Enterprise Big Data Engineering, Analytics, and Management}, editor = {Atzmueller, Martin and Oussena, Samia and Roth-Berghofer, Thomas}, keywords = {informationExtraction}, publisher = {IGI Global}, title = {Semantification of Large Corpora of Technical Documentation}, type = {Publication}, year = 2016 }
• 
  FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas. In Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, of CIKM ’16. ACM, 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  Social tagging systems have established themselves as a quick and easy way to organize information by annotating resources with tags. In recent work, user behavior in social tagging systems was studied, that is, how users assign tags, and consume content. However, it is still unclear how users make use of the navigation options they are given. Understanding their behavior and differences in behavior of different user groups is an important step towards assessing the effectiveness of a navigational concept and of improving it to better suit the users’ needs. In this work, we investigate navigation trails in the popular scholarly social tagging system BibSonomy from six years of log data. We discuss dynamic browsing behavior of the general user population and show that different navigational subgroups exhibit different navigational traits. Furthermore, we provide strong evidence that the semantic nature of the underlying folksonomy is an essential factor for explaining navigation.

  @inproceedings{niebler2016folktrails, abstract = {Social tagging systems have established themselves as a quick and easy way to organize information by annotating resources with tags. In recent work, user behavior in social tagging systems was studied, that is, how users assign tags, and consume content. However, it is still unclear how users make use of the navigation options they are given. Understanding their behavior and differences in behavior of different user groups is an important step towards assessing the effectiveness of a navigational concept and of improving it to better suit the users’ needs. In this work, we investigate navigation trails in the popular scholarly social tagging system BibSonomy from six years of log data. We discuss dynamic browsing behavior of the general user population and show that different navigational subgroups exhibit different navigational traits. Furthermore, we provide strong evidence that the semantic nature of the underlying folksonomy is an essential factor for explaining navigation.}, author = {Niebler, Thomas and Becker, Martin and Zoller, Daniel and Doerfel, Stephan and Hotho, Andreas}, booktitle = {Proceedings of the 25th ACM International on Conference on Information and Knowledge Management}, keywords = {selected}, publisher = {ACM}, series = {CIKM '16}, title = {FolkTrails: Interpreting Navigation Behavior in a Social Tagging System}, year = 2016 }
• 
  Cross Dataset Evaluation of Feature Extraction Techniques for Leaf Classification. Reul, Christian; Toepfer, Martin; Puppe, Frank. In International Journal of Artificial Intelligence & Applications. 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In this work feature extraction techniques for leaf classification are evaluated in a cross dataset scenario. First, a leaf identification system consisting of six feature classes is described and tested on five established publicly available datasets by using standard evaluation procedures within the datasets. Afterwards, the performance of the developed system is evaluated in the much more challenging scenario of cross dataset evaluation. Finally, a new dataset is introduced as well as a web service, which allows to identify leaves both photographed on paper and when still attached to the tree. While the results obtained during classification within a dataset come close to the state of the art, the classification accuracy in cross dataset evaluation is significantly worse. However, by adjusting the system and taking the top five predictions into consideration very good results of up to 98% are achieved. It is shown that this difference is down to the ineffectiveness of certain feature classes as well as the increased severity of the task as leaves that grew under different environmental influences can differ significantly not only in colour, but also in shape.

  @article{reul2016cross, abstract = {In this work feature extraction techniques for leaf classification are evaluated in a cross dataset scenario. First, a leaf identification system consisting of six feature classes is described and tested on five established publicly available datasets by using standard evaluation procedures within the datasets. Afterwards, the performance of the developed system is evaluated in the much more challenging scenario of cross dataset evaluation. Finally, a new dataset is introduced as well as a web service, which allows to identify leaves both photographed on paper and when still attached to the tree. While the results obtained during classification within a dataset come close to the state of the art, the classification accuracy in cross dataset evaluation is significantly worse. However, by adjusting the system and taking the top five predictions into consideration very good results of up to 98% are achieved. It is shown that this difference is down to the ineffectiveness of certain feature classes as well as the increased severity of the task as leaves that grew under different environmental influences can differ significantly not only in colour, but also in shape.}, author = {Reul, Christian and Toepfer, Martin and Puppe, Frank}, journal = {International Journal of Artificial Intelligence & Applications}, keywords = {HOCS_features}, title = {Cross Dataset Evaluation of Feature Extraction Techniques for Leaf Classification}, year = 2016 }
• 
  Expectation-driven Text Extraction from Medical Ultrasound Images. Reul, Christian; Köberle, Philipp; Üçeyler, Nurcan; Puppe, Frank. In Studies in Health Technology and Informatics. 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In this study an expectation-driven approach is proposed to extract data stored as pixel structures in medical ultrasound images. Prior knowledge about certain properties like the position of the text and its background and foreground grayscale values is utilized. Several open source Java libraries are used to pre-process the image and extract the textual information. The results are presented in an Excel table together with the outcome of several consistency checks. After manually correcting potential errors, the outcome is automatically stored in the main database. The proposed system yielded excellent results, reaching an accuracy of 99.94% and reducing the necessary human effort to a minimum.

  @article{reul2016expectationdriven, abstract = {In this study an expectation-driven approach is proposed to extract data stored as pixel structures in medical ultrasound images. Prior knowledge about certain properties like the position of the text and its background and foreground grayscale values is utilized. Several open source Java libraries are used to pre-process the image and extract the textual information. The results are presented in an Excel table together with the outcome of several consistency checks. After manually correcting potential errors, the outcome is automatically stored in the main database. The proposed system yielded excellent results, reaching an accuracy of 99.94% and reducing the necessary human effort to a minimum.}, author = {Reul, Christian and Köberle, Philipp and Üçeyler, Nurcan and Puppe, Frank}, journal = {Studies in Health Technology and Informatics}, keywords = {Text_Extraction}, title = {Expectation-driven Text Extraction from Medical Ultrasound Images}, year = 2016 }
• 
  Autonomous Quadrocopter for Search, Count and Localization of Objects. Gageik, Nils; Reul, Christian; Montenegro, Sergio. In Recent Advances in Robotic Systems. 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  This chapter describes and evaluates the design and implementation of a new fully autonomous quadrocopter, which is capable of self-reliant search, count and localization of a predefined object on the ground inside a room. In a preliminary calibration scan the parameters of the object are defined: As an example object a red ball is used. The scan determines the colour and radius of the ball. The implementation and principles of the object recognition and search will be described in detail. After determining the scanning parameters, the autonomous search can be executed. This is done autonomously by the quadrocopter, which uses inertial, infrared, ultrasonic, pressure sensors and an optical flow sensor to determine and control its orientation and position in 6 DOF (degree of freedom). Furthermore the quadrocopter can be equipped with sensors for obstacle detection and collision avoidance such as ultrasonic, infrared, pmd (photo mixing device) and sv (stereo vision) cameras. A camera attached to the quadrocopter and directed at the ground is used to find the searched objects and to determine its positions during the autonomous flight. Hence, objects which fulfil the scanning parameters can be found in different positions. Based on its own known position and the position of the object in the picture of the camera, the position of the detected objects can be determined. Thus repeated detections of objects can be excluded. Consequently, objects can be counted and localized autonomously. The position of the object is transferred to the ground station and compared with the true position to evaluate the system. Two different search situations and two different strategies, breadth first search (BFS) and depth first search (DFS), are investigated and their results are compared. The evaluation shows the potential, constraints and drawbacks of this approach just as the effect of the search strategy, and the most important parameters and indicators such as field of view, masking area and minimal object distance as well as accuracy, performance and completeness of the search. The entire system is composed of low-cost components and constructed from scratch. Its integration in the innovative real-time operating system Rodos developed by the German Aerospace Centre is described in detail. Rodos has been developed for embedded systems such as satellites and comparable aerospace systems.

  @inbook{nils2016autonomous, abstract = {This chapter describes and evaluates the design and implementation of a new fully autonomous quadrocopter, which is capable of self-reliant search, count and localization of a predefined object on the ground inside a room. In a preliminary calibration scan the parameters of the object are defined: As an example object a red ball is used. The scan determines the colour and radius of the ball. The implementation and principles of the object recognition and search will be described in detail. After determining the scanning parameters, the autonomous search can be executed. This is done autonomously by the quadrocopter, which uses inertial, infrared, ultrasonic, pressure sensors and an optical flow sensor to determine and control its orientation and position in 6 DOF (degree of freedom). Furthermore the quadrocopter can be equipped with sensors for obstacle detection and collision avoidance such as ultrasonic, infrared, pmd (photo mixing device) and sv (stereo vision) cameras. A camera attached to the quadrocopter and directed at the ground is used to find the searched objects and to determine its positions during the autonomous flight. Hence, objects which fulfil the scanning parameters can be found in different positions. Based on its own known position and the position of the object in the picture of the camera, the position of the detected objects can be determined. Thus repeated detections of objects can be excluded. Consequently, objects can be counted and localized autonomously. The position of the object is transferred to the ground station and compared with the true position to evaluate the system. Two different search situations and two different strategies, breadth first search (BFS) and depth first search (DFS), are investigated and their results are compared. The evaluation shows the potential, constraints and drawbacks of this approach just as the effect of the search strategy, and the most important parameters and indicators such as field of view, masking area and minimal object distance as well as accuracy, performance and completeness of the search. The entire system is composed of low-cost components and constructed from scratch. Its integration in the innovative real-time operating system Rodos developed by the German Aerospace Centre is described in detail. Rodos has been developed for embedded systems such as satellites and comparable aerospace systems.}, author = {Gageik, Nils and Reul, Christian and Montenegro, Sergio}, booktitle = {Recent Advances in Robotic Systems}, keywords = {Quadrotor}, title = {Autonomous Quadrocopter for Search, Count and Localization of Objects}, year = 2016 }
• 
  Anonymisierung, Segmentierung und Terminologie-Entwicklung zur Informationsextraktion aus unstrukturierten, telegrammartigen, medizinischen Dokumenten. Krebs, Jonathan. 2016.
  • [ BibTeX ]
  @mastersthesis{krebs2016anonymisierung, author = {Krebs, Jonathan}, keywords = {myown}, title = {Anonymisierung, Segmentierung und Terminologie-Entwicklung zur Informationsextraktion aus unstrukturierten, telegrammartigen, medizinischen Dokumenten}, year = 2016 }
• 
  Extracting Semantics from Unconstrained Navigation on Wikipedia. Niebler, Thomas; Schlör, Daniel; Becker, Martin; Hotho, Andreas. In KI -- Künstliche Intelligenz, 30(2), pp. 163–168. Springer, 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ Download ]
  Semantic relatedness between words has been successfully extracted from navigation on Wikipedia pages. However, the navigational data used in the corresponding works are sparse and expected to be biased since they have been collected in the context of games. In this paper, we raise this limitation and explore if semantic relatedness can also be extracted from unconstrained navigation. To this end, we first highlight structural differences between unconstrained navigation and game data. Then, we adapt a state of the art approach to extract semantic relatedness on Wikipedia paths. We apply this approach to transitions derived from two unconstrained navigation datasets as well as transitions from WikiGame and compare the results based on two common gold standards. We confirm expected structural differences when comparing unconstrained navigation with the paths collected by WikiGame. In line with this result, the mentioned state of the art approach for semantic extraction on navigation data does not yield good results for unconstrained navigation. Yet, we are able to derive a relatedness measure that performs well on both unconstrained navigation data as well as game data. Overall, we show that unconstrained navigation data on Wikipedia is suited for extracting semantics.

  @article{niebler2016extracting, abstract = {Semantic relatedness between words has been successfully extracted from navigation on Wikipedia pages. However, the navigational data used in the corresponding works are sparse and expected to be biased since they have been collected in the context of games. In this paper, we raise this limitation and explore if semantic relatedness can also be extracted from unconstrained navigation. To this end, we first highlight structural differences between unconstrained navigation and game data. Then, we adapt a state of the art approach to extract semantic relatedness on Wikipedia paths. We apply this approach to transitions derived from two unconstrained navigation datasets as well as transitions from WikiGame and compare the results based on two common gold standards. We confirm expected structural differences when comparing unconstrained navigation with the paths collected by WikiGame. In line with this result, the mentioned state of the art approach for semantic extraction on navigation data does not yield good results for unconstrained navigation. Yet, we are able to derive a relatedness measure that performs well on both unconstrained navigation data as well as game data. Overall, we show that unconstrained navigation data on Wikipedia is suited for extracting semantics.}, author = {Niebler, Thomas and Schlör, Daniel and Becker, Martin and Hotho, Andreas}, journal = {KI – Künstliche Intelligenz}, keywords = {selected}, number = 2, pages = {163–168}, publisher = {Springer}, title = {Extracting Semantics from Unconstrained Navigation on Wikipedia}, volume = 30, year = 2016 }
• 
  Comparison of Methods for the Identification of Main Characters in German Novels. Krug, Markus; Puppe, Frank; Jannidis, Fotis; Reger, Isabella; Weimer, Lukas; Macharowsky, Luisa. 2016.
  • [ BibTeX ]
  @conference{krug2016comparison, author = {Krug, Markus and Puppe, Frank and Jannidis, Fotis and Reger, Isabella and Weimer, Lukas and Macharowsky, Luisa}, keywords = {myown}, title = {Comparison of Methods for the Identification of Main Characters in German Novels}, year = 2016 }
• 
  What Makes a Link Successful on Wikipedia?. Dimitrov, Dimitar; Singer, Philipp; Lemmerich, Florian; Strohmaier, Markus. In CoRR, abs/1611.02508. 2016.
  • [ BibTeX ]
  @article{dimitrov2016, author = {Dimitrov, Dimitar and Singer, Philipp and Lemmerich, Florian and Strohmaier, Markus}, journal = {CoRR}, keywords = {dimi}, title = {What Makes a Link Successful on Wikipedia?}, volume = {abs/1611.02508}, year = 2016 }
• 
  Deep Learning. Wick, Christoph. In Informatik-Spektrum, pp. 1–5. 2016.
  • [ BibTeX ]
  • [ URL ]
  @article{Wick2016, author = {Wick, Christoph}, journal = {Informatik-Spektrum}, keywords = {dnn}, pages = {1–5}, title = {Deep Learning}, year = 2016 }
• 
  An improved data workflow for a medical data warehouse. Fette, Georg; Ertl, Maximilian; Dietrich, Georg; Krebs, Jonathan; Toepfer, Martin; Störk, Stefan; Kaspar, Mathias; Puppe, Frank. In European Journal of Epidemiology; Health—exploring complexity: an interdisciplinary systems approach HEC2016, 31, Supplement 1, p. 54. 2016.
  • [ Abstract ]
  • [ BibTeX ]
  In recent years clinical data warehouses (CDW) have become more and more popular to support scientific work in the medical domain. Despite the tool support for many subtasks it is still a laborious task to establish a CDW in an existing clinical data environment. We present a workflow which can be taken as a blueprint for newly established CDW projects and the implementation of this blueprint at the University Clinic Würzburg.

  @article{noauthororeditor, abstract = {In recent years clinical data warehouses (CDW) have become more and more popular to support scientific work in the medical domain. Despite the tool support for many subtasks it is still a laborious task to establish a CDW in an existing clinical data environment. We present a workflow which can be taken as a blueprint for newly established CDW projects and the implementation of this blueprint at the University Clinic Würzburg.}, author = {Fette, Georg and Ertl, Maximilian and Dietrich, Georg and Krebs, Jonathan and Toepfer, Martin and Störk, Stefan and Kaspar, Mathias and Puppe, Frank}, journal = {European Journal of Epidemiology; Health—exploring complexity: an interdisciplinary systems approach HEC2016}, keywords = {misbased}, month = {08}, pages = 54, title = {An improved data workflow for a medical data warehouse}, volume = {31, Supplement 1}, year = 2016 }
• 
  Web-PaDaWaN: Eine Web-basierte Benutzeroberfläche für ein klinisches Data Warehouse. Dietrich, Georg; Fell, Friedreich; Fette, Georg; Krebs, Jonathan; Ertl, Maximilian; Kaspar, Mathias; Störk, Stefan. 2016.
  • [ BibTeX ]
  • [ URL ]
  @article{dietrich2016webpadawan, author = {Dietrich, Georg and Fell, Friedreich and Fette, Georg and Krebs, Jonathan and Ertl, Maximilian and Kaspar, Mathias and Störk, Stefan}, keywords = {myown}, month = {08}, title = {Web-PaDaWaN: Eine Web-basierte Benutzeroberfläche für ein klinisches Data Warehouse}, year = 2016 }
• 
  Prevalence of severe mitral regurgitation eligible for edge-to-edge mitral valve repair (MitraClip). Wallenborn, J; St{ö}rk, S; Herrmann, S; Kukuy, O; Fette, G; Puppe, F; Gorski, A; Hu, K; Voelker, W; Ertl, G; Weidemann, F. In Clin Res Cardiol. 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  We assessed the prevalence of moderately severe or severe mitral regurgitation (MR) justifying edge-to-edge mitral valve (MV) repair (MitraClip(®)) in patients attending the University Hospital Wuerzburg, a tertiary care centre located in Wuerzburg, Germany.Transcatheter edge-to-edge MV repair of advanced MR is a non-surgical treatment option in inoperable and high-risk patients. It is unknown how many patients are potentially eligible for MitraClip(®) since several anatomical prerequisites of the MV apparatus have to be met for optimal treatment results.Using a novel clinical data warehouse we searched for all patients attached to our Department of Internal Medicine from 01/2008 to 01/2012 with moderately severe or severe MR and aged ≥18 years. The current status of their treatment regime and eligibility for MitraClip(®) was assessed and re-evaluated according to current guidelines and echocardiographic criteria.The search of electronic medical records amongst 43,690 patients employed an innovative validated text extraction method and identified 331 patients with moderately severe or severe MR who had undergone echocardiographic assessment at our institution. Of these, 125 (38 %) received MV surgery and 206 (62 %) medical therapy only. Most patients not undergoing surgery had secondary MR (70 %). After evaluation of medical and echocardiographic data of medically treated patients (n = 206), 81 (39 %) were potential candidates for MitraClip(®) therapy, and 90 (44 %) died during the median follow-up time of 23 months.A large fraction of patients with moderately severe or severe MR but not operated was detected. Medically treated patients had a bad prognosis and about 40 % of them were potential candidates for MitraClip(®) therapy.

  @article{Wallenborn:2016:Clin-Res-Cardiol:26916650, abstract = {We assessed the prevalence of moderately severe or severe mitral regurgitation (MR) justifying edge-to-edge mitral valve (MV) repair (MitraClip(®)) in patients attending the University Hospital Wuerzburg, a tertiary care centre located in Wuerzburg, Germany.Transcatheter edge-to-edge MV repair of advanced MR is a non-surgical treatment option in inoperable and high-risk patients. It is unknown how many patients are potentially eligible for MitraClip(®) since several anatomical prerequisites of the MV apparatus have to be met for optimal treatment results.Using a novel clinical data warehouse we searched for all patients attached to our Department of Internal Medicine from 01/2008 to 01/2012 with moderately severe or severe MR and aged ≥18 years. The current status of their treatment regime and eligibility for MitraClip(®) was assessed and re-evaluated according to current guidelines and echocardiographic criteria.The search of electronic medical records amongst 43,690 patients employed an innovative validated text extraction method and identified 331 patients with moderately severe or severe MR who had undergone echocardiographic assessment at our institution. Of these, 125 (38 %) received MV surgery and 206 (62 %) medical therapy only. Most patients not undergoing surgery had secondary MR (70 %). After evaluation of medical and echocardiographic data of medically treated patients (n = 206), 81 (39 %) were potential candidates for MitraClip(®) therapy, and 90 (44 %) died during the median follow-up time of 23 months.A large fraction of patients with moderately severe or severe MR but not operated was detected. Medically treated patients had a bad prognosis and about 40 % of them were potential candidates for MitraClip(®) therapy.}, author = {Wallenborn, J and St{\"o}rk, S and Herrmann, S and Kukuy, O and Fette, G and Puppe, F and Gorski, A and Hu, K and Voelker, W and Ertl, G and Weidemann, F}, journal = {Clin Res Cardiol}, keywords = {misbased}, month = {02}, title = {Prevalence of severe mitral regurgitation eligible for edge-to-edge mitral valve repair (MitraClip)}, year = 2016 }
• 
  Fast exhaustive subgroup discovery with numerical target concepts. Lemmerich, Florian; Atzmueller, Martin; Puppe, Frank. In Data Mining and Knowledge Discovery, 30(3), pp. 711–762. 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  Subgroup discovery is a key data mining method that aims at identifying descriptions of subsets of the data that show an interesting distribution with respect to a pre-defined target concept. For practical applications the integration of numerical data is crucial. Therefore, a wide variety of interestingness measures has been proposed in literature that use a numerical attribute as the target concept. However, efficient mining in this setting is still an open issue. In this paper, we present novel techniques for fast exhaustive subgroup discovery with a numerical target concept. We initially survey previously proposed measures in this setting. Then, we explore options for pruning the search space using optimistic estimate bounds. Specifically, we introduce novel bounds in closed form and ordering-based bounds as a new technique to derive estimates for several types of interestingness measures with no previously known bounds. In addition, we investigate efficient data structures, namely adapted FP-trees and bitset-based data representations, and discuss their interdependencies to interestingness measures and pruning schemes. The presented techniques are incorporated into two novel algorithms. Finally, the benefits of the proposed pruning bounds and algorithms are assessed and compared in an extensive experimental evaluation on 24 publicly available datasets. The novel algorithms reduce runtimes consistently by more than one order of magnitude.

  @article{Lemmerich2016, abstract = {Subgroup discovery is a key data mining method that aims at identifying descriptions of subsets of the data that show an interesting distribution with respect to a pre-defined target concept. For practical applications the integration of numerical data is crucial. Therefore, a wide variety of interestingness measures has been proposed in literature that use a numerical attribute as the target concept. However, efficient mining in this setting is still an open issue. In this paper, we present novel techniques for fast exhaustive subgroup discovery with a numerical target concept. We initially survey previously proposed measures in this setting. Then, we explore options for pruning the search space using optimistic estimate bounds. Specifically, we introduce novel bounds in closed form and ordering-based bounds as a new technique to derive estimates for several types of interestingness measures with no previously known bounds. In addition, we investigate efficient data structures, namely adapted FP-trees and bitset-based data representations, and discuss their interdependencies to interestingness measures and pruning schemes. The presented techniques are incorporated into two novel algorithms. Finally, the benefits of the proposed pruning bounds and algorithms are assessed and compared in an extensive experimental evaluation on 24 publicly available datasets. The novel algorithms reduce runtimes consistently by more than one order of magnitude.}, author = {Lemmerich, Florian and Atzmueller, Martin and Puppe, Frank}, journal = {Data Mining and Knowledge Discovery}, keywords = {efficient}, number = 3, pages = {711–762}, title = {Fast exhaustive subgroup discovery with numerical target concepts}, volume = 30, year = 2016 }
• 
  An improved data workflow for a medical data warehouse. Fette, Georg; Ertl, Maximilian; Dietrich, Georg; Krebs, Jonathan; Toepfer, Martin; Störk, Stefan; Kaspar, Mathias; Puppe, Frank. In European Journal of Epidemiology; Health—exploring complexity: an interdisciplinary systems approach HEC2016, 31, Supplement 1, p. 54. 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ Download ]
  In recent years clinical data warehouses (CDW) have become more and more popular to support scientific work in the medical domain. Despite the tool support for many subtasks it is still a laborious task to establish a CDW in an existing clinical data environment. We present a workflow which can be taken as a blueprint for newly established CDW projects and the implementation of this blueprint at the University Clinic Würzburg.

  @article{noauthororeditor, abstract = {In recent years clinical data warehouses (CDW) have become more and more popular to support scientific work in the medical domain. Despite the tool support for many subtasks it is still a laborious task to establish a CDW in an existing clinical data environment. We present a workflow which can be taken as a blueprint for newly established CDW projects and the implementation of this blueprint at the University Clinic Würzburg.}, author = {Fette, Georg and Ertl, Maximilian and Dietrich, Georg and Krebs, Jonathan and Toepfer, Martin and Störk, Stefan and Kaspar, Mathias and Puppe, Frank}, journal = {European Journal of Epidemiology; Health—exploring complexity: an interdisciplinary systems approach HEC2016}, keywords = {misbased}, month = {08}, pages = 54, title = {An improved data workflow for a medical data warehouse}, volume = {31, Supplement 1}, year = 2016 }
• 
  What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy. Doerfel, Stephan; Zoller, Daniel; Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus. In ACM Transactions on the Web, 10(2), pp. 14:1–14:32. 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  Social tagging systems have established themselves as an important part in today’s web and have attracted the interest of our research community in a variety of investigations. Henceforth, several aspects of social tagging systems have been discussed and assumptions have emerged on which our community builds their work. Yet, testing such assumptions has been difficult due to the absence of suitable usage data in the past. In this work, we thoroughly investigate and evaluate four aspects about tagging systems, covering social interaction, retrieval of posted resources, the importance of the three different types of entities, users, resources, and tags, as well as connections between these entities’ popularity in posted and in requested content. For that purpose, we examine live server log data gathered from the real-world, public social tagging system BibSonomy. Our empirical results paint a mixed picture about the four aspects. While for some, typical assumptions hold to a certain extent, other aspects need to be reflected in a very critical light. Our observations have implications for the understanding of social tagging systems, and the way they are used on the web. We make the dataset used in this work available to other researchers.

  @article{doerfel2016users, abstract = {Social tagging systems have established themselves as an important part in today’s web and have attracted the interest of our research community in a variety of investigations. Henceforth, several aspects of social tagging systems have been discussed and assumptions have emerged on which our community builds their work. Yet, testing such assumptions has been difficult due to the absence of suitable usage data in the past. In this work, we thoroughly investigate and evaluate four aspects about tagging systems, covering social interaction, retrieval of posted resources, the importance of the three different types of entities, users, resources, and tags, as well as connections between these entities’ popularity in posted and in requested content. For that purpose, we examine live server log data gathered from the real-world, public social tagging system BibSonomy. Our empirical results paint a mixed picture about the four aspects. While for some, typical assumptions hold to a certain extent, other aspects need to be reflected in a very critical light. Our observations have implications for the understanding of social tagging systems, and the way they are used on the web. We make the dataset used in this work available to other researchers.}, author = {Doerfel, Stephan and Zoller, Daniel and Singer, Philipp and Niebler, Thomas and Hotho, Andreas and Strohmaier, Markus}, journal = {ACM Transactions on the Web}, keywords = {equality}, number = 2, pages = {14:1–14:32}, title = {What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy}, volume = 10, year = 2016 }
• 
  CAPLAN: An Accessible, Flexible and Scalable Semantification Architecture. Furth, Sebastian; Belli, Volker; Legler, Alexander; Striffler, Albrecht; Baumeister, Joachim. In Proceedings of the Conference "Lernen, Wissen, Daten, Analysen". 2016.
  • [ BibTeX ]
  @inproceedings{furth2016caplan, author = {Furth, Sebastian and Belli, Volker and Legler, Alexander and Striffler, Albrecht and Baumeister, Joachim}, booktitle = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen"}, keywords = {caplan}, title = {CAPLAN: An Accessible, Flexible and Scalable Semantification Architecture}, year = 2016 }
• 
  {Wissensgenerierung durch Selbstlernverfahren mit strukturierten Katarakt-Daten}. Scherer, Klaus Peter; Germann, Markus; Knoell, Daniel; Baumeister, Joachim; Furth, Sebastian. In Spektrum für Augenheilkunde, 2, p. 90. 2016.
  • [ BibTeX ]
  @article{scherer2016wissensgenerierung, author = {Scherer, Klaus Peter and Germann, Markus and Knoell, Daniel and Baumeister, Joachim and Furth, Sebastian}, journal = {Spektrum für Augenheilkunde}, keywords = {myown}, pages = 90, title = {{Wissensgenerierung durch Selbstlernverfahren mit strukturierten Katarakt-Daten}}, volume = 2, year = 2016 }
• 
  Collaborative Decision Support and Documentation in Chemical Safety with {KnowSEC}. Baumeister, Joachim; Striffler, Albrecht; Brandt, Marc; Neumann, Michael. In Journal of Cheminformatics, 8(21), pp. 1–16. 2016.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  To protect the health of human and environment, the European Union implemented the REACH regulation for chemical substances. REACH is an acronym for Registration, Evaluation, Authorization, and Restriction of Chemicals. Under REACH, the authorities have the task of assessing chemical substances, especially those that might pose a risk to human health or environment. The work under REACH is scientifically, technically and procedurally a complex and knowledge-intensive task that is jointly performed by the European Chemicals Agency and member state authorities in Europe. The assessment of substances under REACH conducted in the German Environment Agency is supported by the knowledge-based system KnowSEC, which is used for the screening, documentation, and decision support when working on chemical substances. The software KnowSEC integrates advanced semantic technologies and strong problem solving methods. It allows for the collaborative work on substances in the context of the European REACH regulation. We discuss the applied methods and process models and we report on experiences with the implementation and use of the system.

  @article{baumeister2016collaborative, abstract = {To protect the health of human and environment, the European Union implemented the REACH regulation for chemical substances. REACH is an acronym for Registration, Evaluation, Authorization, and Restriction of Chemicals. Under REACH, the authorities have the task of assessing chemical substances, especially those that might pose a risk to human health or environment. The work under REACH is scientifically, technically and procedurally a complex and knowledge-intensive task that is jointly performed by the European Chemicals Agency and member state authorities in Europe. The assessment of substances under REACH conducted in the German Environment Agency is supported by the knowledge-based system KnowSEC, which is used for the screening, documentation, and decision support when working on chemical substances. The software KnowSEC integrates advanced semantic technologies and strong problem solving methods. It allows for the collaborative work on substances in the context of the European REACH regulation. We discuss the applied methods and process models and we report on experiences with the implementation and use of the system.}, author = {Baumeister, Joachim and Striffler, Albrecht and Brandt, Marc and Neumann, Michael}, journal = {Journal of Cheminformatics}, keywords = {myown}, number = 21, pages = {1-16}, title = {Collaborative Decision Support and Documentation in Chemical Safety with {KnowSEC}}, volume = 8, year = 2016 }
• 
  Data Linkage from Clinical to Study Databases via an R Data Warehouse User Interface. Kaspar, M; Ertl, M; Fette, G; Dietrich, G; Toepfer, M; Angermann, C; St{ö}rk, S; Puppe, F; others. In Methods of Information in Medicine, 55(4), pp. 381–386. Schattauer Publishers, 2016.
  • [ BibTeX ]
  • [ URL ]
  @article{kaspar2016data, author = {Kaspar, M and Ertl, M and Fette, G and Dietrich, G and Toepfer, M and Angermann, C and St{\"o}rk, S and Puppe, F and others}, journal = {Methods of Information in Medicine}, keywords = {misbased}, number = 4, pages = {381–386}, publisher = {Schattauer Publishers}, title = {Data Linkage from Clinical to Study Databases via an R Data Warehouse User Interface}, volume = 55, year = 2016 }
• 
  Attribuierung direkter Reden in deutschen Romanen des 18.-20. Jahrhunderts. Methoden zur Bestimmung des Sprechers und des Angesprochenen. Puppe, Frank; Krug, Markus; Jannidis, Fotis; Weimer, Lukas; Macharowsky, Luisa; Reger, Isabella. DHD 2016, 2016.
  • [ BibTeX ]
  @conference{puppe2016attribuierung, author = {Puppe, Frank and Krug, Markus and Jannidis, Fotis and Weimer, Lukas and Macharowsky, Luisa and Reger, Isabella}, keywords = {myown}, publisher = {DHD 2016}, title = {Attribuierung direkter Reden in deutschen Romanen des 18.-20. Jahrhunderts. Methoden zur Bestimmung des Sprechers und des Angesprochenen}, type = {Publication}, year = 2016 }

• 
  On the Semantification of 5-Star Technical Documentation. Furth, Sebastian; Baumeister, Joachim. In Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, Vol. 1458 of CEUR Workshop Proceedings, R. Bergmann, S. Görg, G. Müller (eds.), pp. 264–271. CEUR-WS.org, 2015.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{FB:LWA:15, author = {Furth, Sebastian and Baumeister, Joachim}, booktitle = {Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB}, editor = {Bergmann, Ralph and Görg, Sebastian and Müller, Gilbert}, keywords = {myown}, pages = {264-271}, publisher = {CEUR-WS.org}, series = {CEUR Workshop Proceedings}, title = {On the Semantification of 5-Star Technical Documentation}, volume = 1458, year = 2015 }
• 
  Automatische Erkennung von Figuren in deutschsprachigen Romanen. Fotis, Jannidis; Krug, Markus; Puppe, Frank; Toepfer, Martin; Weimer, Lukas; Reger, Isabella. 2015.
  • [ BibTeX ]
  @conference{fotis2015automatische, author = {Fotis, Jannidis and Krug, Markus and Puppe, Frank and Toepfer, Martin and Weimer, Lukas and Reger, Isabella}, keywords = {ner}, title = {Automatische Erkennung von Figuren in deutschsprachigen Romanen}, year = 2015 }
• 
  Extraktion von Lungenfunktionsparametern aus Arztbriefen. Toepfer, Martin; Schmidt, David; Dietrich, Georg; Ertl, Max; Fette, Georg; Kaspar, Mathias; Störk, Stefan; Puppe, Frank. German Medical Science GMS Publishing House, 2015.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @article{20feea2d-bdb3-45c8-b63d-d172de0f22c1, author = {Toepfer, Martin and Schmidt, David and Dietrich, Georg and Ertl, Max and Fette, Georg and Kaspar, Mathias and Störk, Stefan and Puppe, Frank}, keywords = {misbased}, publisher = {German Medical Science GMS Publishing House}, title = {Extraktion von Lungenfunktionsparametern aus Arztbriefen}, year = 2015 }
• 
  Towards Context-Aware Technical Service. Legler, Alexander; Baumeister, Joachim. In Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, Vol. 1458 of CEUR Workshop Proceedings, R. Bergmann, S. Görg, G. Müller (eds.), pp. 288–295. CEUR-WS.org, 2015.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{conf/lwa/LeglerB15, author = {Legler, Alexander and Baumeister, Joachim}, booktitle = {Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB}, editor = {Bergmann, Ralph and Görg, Sebastian and Müller, Gilbert}, keywords = {myown}, pages = {288-295}, publisher = {CEUR-WS.org}, series = {CEUR Workshop Proceedings}, title = {Towards Context-Aware Technical Service}, volume = 1458, year = 2015 }
• 
  Die grafische Benutzeroberfläche PaDaWaN für das klinische Data Warehouse für Routinedaten an der Universitätsklinik Würzburg. Fette, Georg; Dietrich, Georg; Ertl, Max; Toepfer, Martin; Kaspar, Mathias; Störk, Stefan; Puppe, Frank. German Medical Science GMS Publishing House, 2015.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @article{06251677-6ed5-4974-bbd3-64a0e6158fdc, author = {Fette, Georg and Dietrich, Georg and Ertl, Max and Toepfer, Martin and Kaspar, Mathias and Störk, Stefan and Puppe, Frank}, keywords = {misbased}, publisher = {German Medical Science GMS Publishing House}, title = {Die grafische Benutzeroberfläche PaDaWaN für das klinische Data Warehouse für Routinedaten an der Universitätsklinik Würzburg}, year = 2015 }
• 
  ConDist: A Context-Driven Categorical Distance Measure. Ring, Markus; Otto, Florian; Becker, Martin; Niebler, Thomas; Landes, Dieter; Hotho, Andreas. In Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, Vol. 9284 of Lecture Notes in Computer Science, A. Appice, P. P. Rodrigues, V. S. Costa, C. Soares, J. Gama, A. Jorge (eds.), pp. 251–266. Springer International Publishing, 2015.
  • [ Abstract ]
  • [ BibTeX ]
  • [ Download ]
  A distance measure between objects is a key requirement for many data mining tasks like clustering, classification or outlier detection. However, for objects characterized by categorical attributes, defining meaningful distance measures is a challenging task since the values within such attributes have no inherent order, especially without additional domain knowledge. In this paper, we propose an unsupervised distance measure for objects with categorical attributes based on the idea that categorical attribute values are similar if they appear with similar value distributions on correlated context attributes. Thus, the distance measure is automatically derived from the given data set. We compare our new distance measure to existing categorical distance measures and evaluate on different data sets from the UCI machine-learning repository. The experiments show that our distance measure is recommendable, since it achieves similar or better results in a more robust way than previous approaches.

  @inproceedings{ring2015condist, abstract = {A distance measure between objects is a key requirement for many data mining tasks like clustering, classification or outlier detection. However, for objects characterized by categorical attributes, defining meaningful distance measures is a challenging task since the values within such attributes have no inherent order, especially without additional domain knowledge. In this paper, we propose an unsupervised distance measure for objects with categorical attributes based on the idea that categorical attribute values are similar if they appear with similar value distributions on correlated context attributes. Thus, the distance measure is automatically derived from the given data set. We compare our new distance measure to existing categorical distance measures and evaluate on different data sets from the UCI machine-learning repository. The experiments show that our distance measure is recommendable, since it achieves similar or better results in a more robust way than previous approaches.}, author = {Ring, Markus and Otto, Florian and Becker, Martin and Niebler, Thomas and Landes, Dieter and Hotho, Andreas}, booktitle = {Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases}, editor = {Appice, Annalisa and Rodrigues, Pedro Pereira and Costa, Vítor Santos and Soares, Carlos and Gama, João and Jorge, Alípio}, keywords = {categorical}, pages = {251-266}, publisher = {Springer International Publishing}, series = {Lecture Notes in Computer Science}, title = {ConDist: A Context-Driven Categorical Distance Measure}, volume = 9284, year = 2015 }
• 
  VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories. Becker, Martin; Singer, Philipp; Lemmerich, Florian; Hotho, Andreas; Helic, Denis; Strohmaier, Markus. In Proceedings of the 26th ACM Conference on Hypertext \&\#38; Social Media, of HT ’15, pp. 319–320. ACM, Guzelyurt, Northern Cyprus, 2015.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Understanding the way people move through urban areas represents an important problem that has implications for a range of societal challenges such as city planning, public transportation, or crime analysis. In this paper, we present an interactive visualization tool called VizTrails for exploring and understanding such human movement. It features visualizations that show aggregated statistics of trails for geographic areas that correspond to grid cells on a map, e.g., on the number of users passing through or on cells commonly visited next. Amongst other features, system allows to overlay the map with the results of SPARQL queries in order to relate the observed trajectory statistics with its geo-spatial context, e.g., considering a city's points of interest. The systems functionality is demonstrated using trajectory examples extracted from the social photo sharing platform Flickr. Overall, VizTrails facilitates deeper insights into geo-spatial trajectory data by enabling interactive exploration of aggregated statistics and providing geo-spatial context.

  @inproceedings{Becker:2015:VIV:2700171.2791021, abstract = {Understanding the way people move through urban areas represents an important problem that has implications for a range of societal challenges such as city planning, public transportation, or crime analysis. In this paper, we present an interactive visualization tool called VizTrails for exploring and understanding such human movement. It features visualizations that show aggregated statistics of trails for geographic areas that correspond to grid cells on a map, e.g., on the number of users passing through or on cells commonly visited next. Amongst other features, system allows to overlay the map with the results of SPARQL queries in order to relate the observed trajectory statistics with its geo-spatial context, e.g., considering a city's points of interest. The systems functionality is demonstrated using trajectory examples extracted from the social photo sharing platform Flickr. Overall, VizTrails facilitates deeper insights into geo-spatial trajectory data by enabling interactive exploration of aggregated statistics and providing geo-spatial context.}, address = {New York, NY, USA}, author = {Becker, Martin and Singer, Philipp and Lemmerich, Florian and Hotho, Andreas and Helic, Denis and Strohmaier, Markus}, booktitle = {Proceedings of the 26th ACM Conference on Hypertext \&\#38; Social Media}, keywords = {visualization}, pages = {319–320}, publisher = {ACM}, series = {HT '15}, title = {VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories}, year = 2015 }
• 
  Fine-grained information extraction from German transthoracic echocardiography reports. Toepfer, Martin; Corovic, Hamo; Fette, Georg; Klügl, Peter; Störk, Stefan; Puppe, Frank. In BMC Med. Inf. & Decision Making, 15, p. 91. 2015.
  • [ BibTeX ]
  • [ URL ]
  @article{journals/midm/ToepferCFKSP15, author = {Toepfer, Martin and Corovic, Hamo and Fette, Georg and Klügl, Peter and Störk, Stefan and Puppe, Frank}, journal = {BMC Med. Inf. & Decision Making}, keywords = {misbased}, pages = 91, title = {Fine-grained information extraction from German transthoracic echocardiography reports.}, volume = 15, year = 2015 }
• 
  Fallstudie zur Validierung eines klinischen Data-Warehouse mit Hintergrundwissen. Dietrich, Georg; Fette, Georg; Ertl, Max; Toepfer, Martin; Kaspar, Mathias; Störk, Stefan; Puppe, Frank. German Medical Science GMS Publishing House, 2015.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @article{da6083c9-5d88-4363-9bc1-6b46583ba1c3, author = {Dietrich, Georg and Fette, Georg and Ertl, Max and Toepfer, Martin and Kaspar, Mathias and Störk, Stefan and Puppe, Frank}, keywords = {misbased}, publisher = {German Medical Science GMS Publishing House}, title = {Fallstudie zur Validierung eines klinischen Data-Warehouse mit Hintergrundwissen}, year = 2015 }
• 
  Decision Support for Ophthalmic Applications. Scherer, Klaus-Peter; Germann, Markus; Baumeister, Joachim; Furth, Sebastian. In 23rd International Conference on Multiple Criteria Decision Making, pp. 132–133. 2015.
  • [ BibTeX ]
  @inproceedings{scherer2015decision, author = {Scherer, Klaus-Peter and Germann, Markus and Baumeister, Joachim and Furth, Sebastian}, booktitle = {23rd International Conference on Multiple Criteria Decision Making}, keywords = {ontology}, pages = {132-133}, title = {Decision Support for Ophthalmic Applications}, year = 2015 }
• 
  Fine-grained information extraction from German transthoracic echocardiography reports. Toepfer, Martin; Corovic, Hamo; Fette, Georg; Klügl, Peter; Störk, Stefan; Puppe, Frank. In BMC Medical Informatics and Decision Making, 15, p. 103. 2015.
  • [ BibTeX ]
  • [ URL ]
  @article{Toepfer2015, author = {Toepfer, Martin and Corovic, Hamo and Fette, Georg and Klügl, Peter and Störk, Stefan and Puppe, Frank}, journal = {BMC Medical Informatics and Decision Making}, keywords = {myown}, pages = 103, title = {Fine-grained information extraction from German transthoracic echocardiography reports}, volume = 15, year = 2015 }
• 
  Extracting Semantic Relatedness from Navigation in a Social Tagging System. Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas. 2015.
  • [ BibTeX ]
  @techreport{tr_niebler2015extracting, author = {Niebler, Thomas and Becker, Martin and Zoller, Daniel and Doerfel, Stephan and Hotho, Andreas}, keywords = {bibsonomy}, title = {Extracting Semantic Relatedness from Navigation in a Social Tagging System}, year = 2015 }
• 
  Rule based Coreference Resolution in German Historic Novels. Puppe, Frank; Krug, Markus; Jannidis, Fotis; Reger, Isabella; Weimer, Lukas; Macharowsky, Luisa. 2015.
  • [ BibTeX ]
  @conference{noauthororeditor2015based, author = {Puppe, Frank and Krug, Markus and Jannidis, Fotis and Reger, Isabella and Weimer, Lukas and Macharowsky, Luisa}, keywords = {myown}, title = {Rule based Coreference Resolution in German Historic Novels}, year = 2015 }
• 
  Entanglement formation under random interactions. Wick, Christoph; Um, Jaegon; Hinrichsen, Haye. 2015.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  The temporal evolution of the entanglement between two qubits evolving by random interactions is studied analytically and numerically. Two different types of randomness are investigated. Firstly we analyze an ensemble of systems with randomly chosen but time-independent interaction Hamiltonians. Secondly we consider the case of a temporally fluctuating Hamiltonian, where the unitary evolution can be understood as a random walk on the SU (4) group manifold. As a by-product we compute the metric tensor and its inverse as well as the Laplace-Beltrami for SU (4).

  @misc{wick2015entanglement, abstract = {The temporal evolution of the entanglement between two qubits evolving by random interactions is studied analytically and numerically. Two different types of randomness are investigated. Firstly we analyze an ensemble of systems with randomly chosen but time-independent interaction Hamiltonians. Secondly we consider the case of a temporally fluctuating Hamiltonian, where the unitary evolution can be understood as a random walk on the SU (4) group manifold. As a by-product we compute the metric tensor and its inverse as well as the Laplace-Beltrami for SU (4).}, author = {Wick, Christoph and Um, Jaegon and Hinrichsen, Haye}, keywords = {myown}, note = {cite arxiv:1508.01652v2.pdfComment: Latex, 24 pages, 4 figures, Supplement material in source archive}, title = {Entanglement formation under random interactions}, year = 2015 }
• 
  Evaluating Emergent Semantics in Folksonomies on Human Intuition. Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas. 2015.
  • [ BibTeX ]
  • [ Download ]
  @techreport{tr_niebler2015evaluating, author = {Niebler, Thomas and Becker, Martin and Zoller, Daniel and Doerfel, Stephan and Hotho, Andreas}, keywords = {intuition}, title = {Evaluating Emergent Semantics in Folksonomies on Human Intuition}, year = 2015 }
• 
  {Selbstlernende Wissensbasen in der Kataraktchirurgie}. Scherer, Klaus Peter; Rieder, Constantin; Henninger, Christian; Knoell, Daniel; Baumeister, Joachim; Furth, Sebastian. In Spektrum der Augenheilkunde, 29(2), pp. 75–76. 2015.
  • [ BibTeX ]
  @article{scherer2015selbstlernende, author = {Scherer, Klaus Peter and Rieder, Constantin and Henninger, Christian and Knoell, Daniel and Baumeister, Joachim and Furth, Sebastian}, journal = {Spektrum der Augenheilkunde}, keywords = {selesup}, month = {02}, number = 2, pages = {75-76}, title = {{Selbstlernende Wissensbasen in der Kataraktchirurgie}}, volume = 29, year = 2015 }
• 
  Knowledge-Driven Systems for Episodic Decision Support. Baumeister, Joachim; Striffler, Albrecht. In Knowledge-Based Systems, 88, pp. 45–56. 2015.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @article{baumeister2015knowledgedriven, author = {Baumeister, Joachim and Striffler, Albrecht}, journal = {Knowledge-Based Systems}, keywords = {ontology}, month = 11, pages = {45-56}, title = {Knowledge-Driven Systems for Episodic Decision Support}, volume = 88, year = 2015 }
• 
  Extraktion und Transfer patientenbezogener Daten aus klinischen Informationssystemen in Studiendatenbanken - effektive Unterstützung klinisch-epidemiologischer Forschung durch ein Data Warehouse. Kaspar, Mathias; Fette, Georg; Ertl, Max; Dietrich, Georg; Nagler, Nils; Störk, Stefan; Angermann, Christiane; Puppe, Frank. German Medical Science GMS Publishing House, 2015.
  • [ BibTeX ]
  • [ URL ]
  @article{096855bc-4f18-44ee-ba5b-cd39285c07dc, author = {Kaspar, Mathias and Fette, Georg and Ertl, Max and Dietrich, Georg and Nagler, Nils and Störk, Stefan and Angermann, Christiane and Puppe, Frank}, keywords = {misbased}, publisher = {German Medical Science GMS Publishing House}, title = {Extraktion und Transfer patientenbezogener Daten aus klinischen Informationssystemen in Studiendatenbanken - effektive Unterstützung klinisch-epidemiologischer Forschung durch ein Data Warehouse}, year = 2015 }

• 
  Spreadsheet-based Knowledge Acquisition for Facilitating Active Domain Expert Participation. Freiberg, Martina; Herrmann, Felix; Puppe, Frank. In Proceedings of the 19th European Conference on Knowledge Engineering and Knowledge Management (EKAW) - to appear. 2014.
  • [ BibTeX ]
  @inproceedings{freiberg2014spreadsheetbased, author = {Freiberg, Martina and Herrmann, Felix and Puppe, Frank}, booktitle = {Proceedings of the 19th European Conference on Knowledge Engineering and Knowledge Management (EKAW) - to appear}, keywords = {myown}, title = {Spreadsheet-based Knowledge Acquisition for Facilitating Active Domain Expert Participation}, year = 2014 }
• 
  How Social is Social Tagging?. Doerfel, Stephan; Zoller, Daniel; Singer, Philipp; Niebler, Thomas; Strohmaier, Markus; Hotho, Andreas. In Proceedings of the 23rd International World Wide Web Conference, of WWW 2014, pp. 251–252. ACM, 2014.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{doerfel2014social, author = {Doerfel, Stephan and Zoller, Daniel and Singer, Philipp and Niebler, Thomas and Strohmaier, Markus and Hotho, Andreas}, booktitle = {Proceedings of the 23rd International World Wide Web Conference}, keywords = {bibsonomy}, pages = {251–252}, publisher = {ACM}, series = {WWW 2014}, title = {How Social is Social Tagging?}, year = 2014 }
• 
  {Prototypischer Einsatz eines Assistenzsystems in der Kataraktchirurgie}. Scherer, Klaus Peter; Henninger, Christian; Rieder, Constantin; German, Markus; Baumeister, Joachim; Reutelshoefer, Jochen. In Spektrum der Augenheilkunde, 28(2), p. 66. 2014.
  • [ BibTeX ]
  @article{scherer2014prototypischer, author = {Scherer, Klaus Peter and Henninger, Christian and Rieder, Constantin and German, Markus and Baumeister, Joachim and Reutelshoefer, Jochen}, journal = {Spektrum der Augenheilkunde}, keywords = {myown}, number = 2, pages = 66, title = {{Prototypischer Einsatz eines Assistenzsystems in der Kataraktchirurgie}}, volume = 28, year = 2014 }
• 
  Anfrage-spezifische Validierung in einem Data Warehouse für klinische Routinedaten an der Universitätsklinik Würzburg. Dietrich, G.; Fette, G.; Beck, P.D.; Ertl, M.; Toepfer, M.; Kluegl, P.; Kaspar, M.; Störk, S.; Puppe, F. German Medical Science GMS Publishing House, 2014.
  • [ BibTeX ]
  • [ URL ]
  @article{22fa5b3f-e7a1-4272-a9bb-2002d67b8234, author = {Dietrich, G. and Fette, G. and Beck, P.D. and Ertl, M. and Toepfer, M. and Kluegl, P. and Kaspar, M. and Störk, S. and Puppe, F.}, keywords = {misbased}, publisher = {German Medical Science GMS Publishing House}, title = {Anfrage-spezifische Validierung in einem Data Warehouse für klinische Routinedaten an der Universitätsklinik Würzburg}, year = 2014 }
• 
  Kontext-sensitive Suche nach medizinischen Konzepten in Texten. Liman, Leon. 2014.
  • [ BibTeX ]
  @mastersthesis{liman2014kontextsensitive, author = {Liman, Leon}, editor = {Puppe, Frank}, keywords = {myown}, title = {Kontext-sensitive Suche nach medizinischen Konzepten in Texten}, year = 2014 }
• 
  Declarative Evaluation of Ontologies with Rules. Seipel, Dietmar; Baumeister, Joachim; Prätor, Klaus. In Proceedings of the 28th Workshop on (Constraint) Logic Programming (WLP 2014), pp. 53–65. 2014.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{seipel2014declarative, author = {Seipel, Dietmar and Baumeister, Joachim and Prätor, Klaus}, booktitle = {Proceedings of the 28th Workshop on (Constraint) Logic Programming (WLP 2014)}, keywords = {ontology}, pages = {53–65}, title = {Declarative Evaluation of Ontologies with Rules}, year = 2014 }
• 
  Extraktion kodierter Daten aus textuellen Befundberichten: Eine Fallstudie zu Echokardiographieberichten. Toepfer, M.; Beck, P.D.; Dietrich, G.; Ertl, M.; Fette, G.; Kluegl, P.; Störk, S.; Puppe, F. German Medical Science GMS Publishing House, 2014.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @article{3edd6d94-782d-461b-b6d4-94cda8249b30, author = {Toepfer, M. and Beck, P.D. and Dietrich, G. and Ertl, M. and Fette, G. and Kluegl, P. and Störk, S. and Puppe, F.}, keywords = {misbased}, publisher = {German Medical Science GMS Publishing House}, title = {Extraktion kodierter Daten aus textuellen Befundberichten: Eine Fallstudie zu Echokardiographieberichten}, year = 2014 }
• 
  TELESUP - Textual Self-Learning Support Systems. Furth, Sebastian; Baumeister, Joachim. In FGWM’14: Proceedings of German Workshop of Knowledge and Experience Management at LWA’2014. 2014.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{furth2014telesup, author = {Furth, Sebastian and Baumeister, Joachim}, booktitle = {FGWM'14: Proceedings of German Workshop of Knowledge and Experience Management at LWA'2014}, keywords = {ontology}, title = {TELESUP - Textual Self-Learning Support Systems}, year = 2014 }
• 
  An Ontology Debugger for the Semantic Wiki {KnowWE}. Furth, Sebastian; Baumeister, Joachim. In 10th Workshop on Knowledge Engineering and Software Engineering (KESE10). 2014.
  • [ BibTeX ]
  @inproceedings{furth2014ontology, author = {Furth, Sebastian and Baumeister, Joachim}, booktitle = {10th Workshop on Knowledge Engineering and Software Engineering (KESE10)}, keywords = {ontology}, title = {An Ontology Debugger for the Semantic Wiki {KnowWE}}, year = 2014 }
• 
  A Comparison of Search Engine Technologies for a Clinical Data Warehouse. Dietrich, Georg; Fette, Georg; Puppe, Frank. In LWA, Vol. 1226 of CEUR Workshop Proceedings, T. Seidl, M. Hassani, C. Beecks (eds.), pp. 235–242. CEUR-WS.org, 2014.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{conf/lwa/DietrichFP14, author = {Dietrich, Georg and Fette, Georg and Puppe, Frank}, booktitle = {LWA}, crossref = {conf/lwa/2014}, editor = {Seidl, Thomas and Hassani, Marwan and Beecks, Christian}, keywords = {misbased}, pages = {235-242}, publisher = {CEUR-WS.org}, series = {CEUR Workshop Proceedings}, title = {A Comparison of Search Engine Technologies for a Clinical Data Warehouse.}, volume = 1226, year = 2014 }
• 
  Folksonomies. Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus. In Encyclopedia of Social Network Analysis and Mining, pp. 542–547. Springer, 2014.
  • [ BibTeX ]
  • [ Download ]
  @incollection{singer2014folksonomies, author = {Singer, Philipp and Niebler, Thomas and Hotho, Andreas and Strohmaier, Markus}, booktitle = {Encyclopedia of Social Network Analysis and Mining}, keywords = {posts}, pages = {542–547}, publisher = {Springer}, title = {Folksonomies}, year = 2014 }
• 
  UIMA Ruta Workbench: Rule-based Text Annotation. Klügl, Peter; Toepfer, Martin; Beck, Philip-Daniel; Fette, Georg; Puppe, Frank. In COLING (Demos), L. Tounsi, R. Rak (eds.), pp. 29–33. ACL, 2014.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/coling/KluglTBFP14, author = {Klügl, Peter and Toepfer, Martin and Beck, Philip-Daniel and Fette, Georg and Puppe, Frank}, booktitle = {COLING (Demos)}, crossref = {conf/coling/2014d}, editor = {Tounsi, Lamia and Rak, Rafal}, keywords = {myown}, pages = {29-33}, publisher = {ACL}, title = {UIMA Ruta Workbench: Rule-based Text Annotation.}, year = 2014 }
• 
  Of course we share! Testing Assumptions about Social Tagging Systems. Doerfel, Stephan; Zoller, Daniel; Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus. 2014.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  Social tagging systems have established themselves as an important part in today's web and have attracted the interest from our research community in a variety of investigations. The overall vision of our community is that simply through interactions with the system, i.e., through tagging and sharing of resources, users would contribute to building useful semantic structures as well as resource indexes using uncontrolled vocabulary not only due to the easy-to-use mechanics. Henceforth, a variety of assumptions about social tagging systems have emerged, yet testing them has been difficult due to the absence of suitable data. In this work we thoroughly investigate three available assumptions - e.g., is a tagging system really social? - by examining live log data gathered from the real-world public social tagging system BibSonomy. Our empirical results indicate that while some of these assumptions hold to a certain extent, other assumptions need to be reflected and viewed in a very critical light. Our observations have implications for the design of future search and other algorithms to better reflect the actual user behavior.

  @techreport{doerfel2014course, abstract = {Social tagging systems have established themselves as an important part in today's web and have attracted the interest from our research community in a variety of investigations. The overall vision of our community is that simply through interactions with the system, i.e., through tagging and sharing of resources, users would contribute to building useful semantic structures as well as resource indexes using uncontrolled vocabulary not only due to the easy-to-use mechanics. Henceforth, a variety of assumptions about social tagging systems have emerged, yet testing them has been difficult due to the absence of suitable data. In this work we thoroughly investigate three available assumptions - e.g., is a tagging system really social? - by examining live log data gathered from the real-world public social tagging system BibSonomy. Our empirical results indicate that while some of these assumptions hold to a certain extent, other assumptions need to be reflected and viewed in a very critical light. Our observations have implications for the design of future search and other algorithms to better reflect the actual user behavior.}, author = {Doerfel, Stephan and Zoller, Daniel and Singer, Philipp and Niebler, Thomas and Hotho, Andreas and Strohmaier, Markus}, keywords = {share}, note = {cite arxiv:1401.0629}, title = {Of course we share! Testing Assumptions about Social Tagging Systems}, year = 2014 }
• 
  Integrated Tools for Query-driven Development of Light-weight Ontologies and Information Extraction Components. Toepfer, Martin; Fette, Georg; Beck, Philip-Daniel; Klügl, Peter; Puppe, Frank. In Proceedings of the Workshop on Open Infrastructures and Analysis Frameworks for HLT, pp. 83–92. Dublin, Ireland, 2014.
  • [ BibTeX ]
  @inproceedings{Toepfer2014, address = {Dublin, Ireland}, author = {Toepfer, Martin and Fette, Georg and Beck, Philip-Daniel and Klügl, Peter and Puppe, Frank}, booktitle = {Proceedings of the Workshop on Open Infrastructures and Analysis Frameworks for HLT}, keywords = {myown}, pages = {83–92}, title = {Integrated Tools for Query-driven Development of Light-weight Ontologies and Information Extraction Components}, year = 2014 }
• 
  UIMA Ruta: Rapid development of rule-based information extraction applications. Kluegl, Peter; Toepfer, Martin; Beck, Philip-Daniel; Fette, Georg; Puppe, Frank. In Natural Language Engineering, FirstView, pp. 1–40. 2014.
  • [ BibTeX ]
  • [ URL ]
  @article{NLE:9375265, author = {Kluegl, Peter and Toepfer, Martin and Beck, Philip-Daniel and Fette, Georg and Puppe, Frank}, journal = {Natural Language Engineering}, keywords = {rule}, month = 10, pages = {1–40}, title = {UIMA Ruta: Rapid development of rule-based information extraction applications}, volume = {FirstView}, year = 2014 }
• 
  Comprehensive visualization of paresthesia in breast cancer survivors. Jud, SebastianM.; Hatko, Reinhard; Maihöfner, Christian; Bani, MayadaR.; Schrauder, MichaelG.; Lux, MichaelP.; Beckmann, MatthiasW.; Bani, Gassan; Eder, Irina; Fasching, PeterA.; Loehberg, ChristianR.; Rauh, Claudia; Hein, Alexander. In Archives of Gynecology and Obstetrics, pp. 1–7. Springer Berlin Heidelberg, 2014.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  As breast cancer survivors are benefiting increasingly from advanced forms of therapy, the side effects of locoregional treatment in the adjuvant setting are becoming more and more important. This article presents a new method of assessing the spatial distribution of paresthesia in breast cancer survivors after different locoregional treatments.

  @article{noKey, abstract = {As breast cancer survivors are benefiting increasingly from advanced forms of therapy, the side effects of locoregional treatment in the adjuvant setting are becoming more and more important. This article presents a new method of assessing the spatial distribution of paresthesia in breast cancer survivors after different locoregional treatments.}, author = {Jud, SebastianM. and Hatko, Reinhard and Maihöfner, Christian and Bani, MayadaR. and Schrauder, MichaelG. and Lux, MichaelP. and Beckmann, MatthiasW. and Bani, Gassan and Eder, Irina and Fasching, PeterA. and Loehberg, ChristianR. and Rauh, Claudia and Hein, Alexander}, journal = {Archives of Gynecology and Obstetrics}, keywords = {pain_mapping}, pages = {1-7}, publisher = {Springer Berlin Heidelberg}, title = {Comprehensive visualization of paresthesia in breast cancer survivors}, year = 2014 }
• 
  UIMA Ruta Workbench: Rule-based Text Annotation. Kluegl, Peter; Toepfer, Martin; Beck, Philip-Daniel; Fette, Georg; Puppe, Frank. In Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: System Demonstrations, pp. 29–33. Dublin City University and Association for Computational Linguistics, Dublin, Ireland, 2014.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluegl-EtAl:2014:ColingDemo, address = {Dublin, Ireland}, author = {Kluegl, Peter and Toepfer, Martin and Beck, Philip-Daniel and Fette, Georg and Puppe, Frank}, booktitle = {Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: System Demonstrations}, keywords = {workbench}, month = {08}, pages = {29–33}, publisher = {Dublin City University and Association for Computational Linguistics}, title = {UIMA Ruta Workbench: Rule-based Text Annotation}, year = 2014 }
• 
  Integrated Tools for Query-driven Development of Light-weight Ontologies and Information Extraction Components. Toepfer, Martin; Fette, Georg; Beck, Philip-Daniel; Klügl, Peter; Puppe, Frank. In Proceedings of the Workshop on Open Infrastructures and Analysis Frameworks for HLT, pp. 83–92. Dublin, Ireland, 2014.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{Toepfer2014, address = {Dublin, Ireland}, author = {Toepfer, Martin and Fette, Georg and Beck, Philip-Daniel and Klügl, Peter and Puppe, Frank}, booktitle = {Proceedings of the Workshop on Open Infrastructures and Analysis Frameworks for HLT}, keywords = {myown}, pages = {83–92}, title = {Integrated Tools for Query-driven Development of Light-weight Ontologies and Information Extraction Components}, year = 2014 }
• 
  Modeling and Visualization of Cataract Ontologies. Scherer, Klaus Peter; Rieder, Constantin; Henninger, Christian; German, Markus; Baumeister, Joachim; Reutelshöfer, Jochen. In ADVCOMP 2014: 8th International Conference on Advanced Engineering Computing and Applications in Sciences. 2014.
  • [ BibTeX ]
  @inproceedings{scherer2014modeling, author = {Scherer, Klaus Peter and Rieder, Constantin and Henninger, Christian and German, Markus and Baumeister, Joachim and Reutelshöfer, Jochen}, booktitle = {ADVCOMP 2014: 8th International Conference on Advanced Engineering Computing and Applications in Sciences}, keywords = {ontology}, title = {Modeling and Visualization of Cataract Ontologies}, year = 2014 }
• 
  Pattern-driven Knowledge Systems Engineering. Freiberg, Martina; Puppe, Frank. In Proceedings of 10th Workshop on Knowledge Engineering and Software Engineering (KESE10) co-located with 21st European Conference on Artificial Intelligence (ECAI 2014), Vol. Vol. 1289, G. J. Nalepa, J. Baumeister (eds.). 2014.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{freiberg2014patterndriven, author = {Freiberg, Martina and Puppe, Frank}, booktitle = {Proceedings of 10th Workshop on Knowledge Engineering and Software Engineering (KESE10) co-located with 21st European Conference on Artificial Intelligence (ECAI 2014)}, editor = {Nalepa, Grzegorz J. and Baumeister, Joachim}, keywords = {myown}, title = {Pattern-driven Knowledge Systems Engineering}, volume = {Vol. 1289}, year = 2014 }
• 
  Clarification KBS as Consultation-Justification Mash Ups --- Proposing A Novel Paradigm for All-in-One Knowledge-based Systems. Freiberg, Martina; Herrmann, Felix; Puppe, Frank. In Proceedings of the International Conference on Knowledge Engineering and Ontology Development, J. Filipe, J. Dietz, D. Aveiro (eds.). 2014.
  • [ BibTeX ]
  @inproceedings{freiberg2014clarification, author = {Freiberg, Martina and Herrmann, Felix and Puppe, Frank}, booktitle = {Proceedings of the International Conference on Knowledge Engineering and Ontology Development}, editor = {Filipe, Joaquim and Dietz, Jan and Aveiro, David}, keywords = {myown}, title = {Clarification KBS as Consultation-Justification Mash Ups — Proposing A Novel Paradigm for All-in-One Knowledge-based Systems}, year = 2014 }
• 
  The Connectivity of Multi-Modal Knowledge Bases. Baumeister, Joachim; Reutelshoefer, Jochen. In FGWM’14: Proceedings of German Workshop of Knowledge and Experience Management at LWA’2014. 2014.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{baumeister2014connectivity, author = {Baumeister, Joachim and Reutelshoefer, Jochen}, booktitle = {FGWM'14: Proceedings of German Workshop of Knowledge and Experience Management at LWA'2014}, keywords = {ontology}, title = {The Connectivity of Multi-Modal Knowledge Bases}, year = 2014 }

• 
  Implementierung einer HTML5-Applikation mit Offline-Fähigkeit zur Erstellung von Graphen für den Einsatz im CaseTrain-Projekt. Krebs, Jonathan. 2013.
  • [ BibTeX ]
  @mastersthesis{krebs2013implementierung, author = {Krebs, Jonathan}, keywords = {myown}, title = {Implementierung einer HTML5-Applikation mit Offline-Fähigkeit zur Erstellung von Graphen für den Einsatz im CaseTrain-Projekt}, year = 2013 }
• 
  Computing Semantic Relatedness from Human Navigational Paths: A Case Study on Wikipedia. Singer, Philipp; Niebler, Thomas; Strohmaier, Markus; Hotho, Andreas. In IJSWIS, 9(4), pp. 41–70. IGI Global, 2013.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  In this article, the authors present a novel approach for computing semantic relatedness and conduct a large-scale study of it on Wikipedia. Unlike existing semantic analysis methods that utilize Wikipedia’s content or link structure, the authors propose to use human navigational paths on Wikipedia for this task. The authors obtain 1.8 million human navigational paths from a semi-controlled navigation experiment – a Wikipedia-based navigation game, in which users are required to find short paths between two articles in a given Wikipedia article network. The authors’ results are intriguing: They suggest that (i) semantic relatedness computed from human navigational paths may be more precise than semantic relatedness computed from Wikipedia’s plain link structure alone and (ii) that not all navigational paths are equally useful. Intelligent selection based on path characteristics can improve accuracy. The authors’ work makes an argument for expanding the existing arsenal of data sources for calculating semantic relatedness and to consider the utility of human navigational paths for this task.

  @article{singer2013computing, abstract = {In this article, the authors present a novel approach for computing semantic relatedness and conduct a large-scale study of it on Wikipedia. Unlike existing semantic analysis methods that utilize Wikipedia’s content or link structure, the authors propose to use human navigational paths on Wikipedia for this task. The authors obtain 1.8 million human navigational paths from a semi-controlled navigation experiment – a Wikipedia-based navigation game, in which users are required to find short paths between two articles in a given Wikipedia article network. The authors’ results are intriguing: They suggest that (i) semantic relatedness computed from human navigational paths may be more precise than semantic relatedness computed from Wikipedia’s plain link structure alone and (ii) that not all navigational paths are equally useful. Intelligent selection based on path characteristics can improve accuracy. The authors’ work makes an argument for expanding the existing arsenal of data sources for calculating semantic relatedness and to consider the utility of human navigational paths for this task.}, author = {Singer, Philipp and Niebler, Thomas and Strohmaier, Markus and Hotho, Andreas}, journal = {IJSWIS}, keywords = {journal15}, number = 4, pages = {41–70}, publisher = {IGI Global}, title = {Computing Semantic Relatedness from Human Navigational Paths: A Case Study on Wikipedia}, volume = 9, year = 2013 }
• 
  {Exploratory Pattern Mining on Social Media using Geo-References and Social Tagging Information}. Atzmueller, Martin; Lemmerich, Florian. In International Journal of Web Science (Special Issue on Social Web Search and Mining). 2013.
  • [ BibTeX ]
  @article{AL:13, author = {Atzmueller, Martin and Lemmerich, Florian}, journal = {International Journal of Web Science (Special Issue on Social Web Search and Mining)}, keywords = {applications}, title = {{Exploratory Pattern Mining on Social Media using Geo-References and Social Tagging Information}}, year = 2013 }
• 
  Storing UIMA CASes in a relational database. Fette, Georg; Toepfer, Martin; Puppe, Frank. In UIMA@GSCL, Vol. 1038 of CEUR Workshop Proceedings, P. Klügl, R. E. de Castilho, K. Tomanek (eds.), pp. 10–13. CEUR-WS.org, 2013.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{conf/gldv/FetteTP13, author = {Fette, Georg and Toepfer, Martin and Puppe, Frank}, booktitle = {UIMA@GSCL}, crossref = {conf/gldv/2013uima}, editor = {Klügl, Peter and de Castilho, Richard Eckart and Tomanek, Katrin}, keywords = {myown}, pages = {10-13}, publisher = {CEUR-WS.org}, series = {CEUR Workshop Proceedings}, title = {Storing UIMA CASes in a relational database.}, volume = 1038, year = 2013 }
• 
  Towards the Semantification of Technical Documents. Furth, Sebastian; Baumeister, Joachim. In FGIR’13: Proceedings of German Workshop of Information Retrieval (at LWA’2013). 2013.
  • [ Abstract ]
  • [ BibTeX ]
  In the domain of engineering large corpora of technical documents are commonly created and used. Applications such as semantic search offer advantages in accessing those documents, but require them to be semantically annotated. Annotating these corpora manually is in most cases not feasible. In recent years a lot of machine learning methods have proved their ability to annotate documents automatically. The down-side of these methods is their need for training data. We present a holistic approach for the semantification of technical documents without training data. The approach tackles different challenges such as terminology extraction, semantic annotation, and reviewing. Our approach has been successfully applied to the technical documents corpora of two German machine builders

  @inproceedings{FBLWA:13, abstract = {In the domain of engineering large corpora of technical documents are commonly created and used. Applications such as semantic search offer advantages in accessing those documents, but require them to be semantically annotated. Annotating these corpora manually is in most cases not feasible. In recent years a lot of machine learning methods have proved their ability to annotate documents automatically. The down-side of these methods is their need for training data. We present a holistic approach for the semantification of technical documents without training data. The approach tackles different challenges such as terminology extraction, semantic annotation, and reviewing. Our approach has been successfully applied to the technical documents corpora of two German machine builders}, author = {Furth, Sebastian and Baumeister, Joachim}, booktitle = {FGIR'13: Proceedings of German Workshop of Information Retrieval (at LWA'2013)}, keywords = {IE}, title = {Towards the Semantification of Technical Documents}, year = 2013 }
• 
  Exploiting Structural Consistencies with Stacked Conditional Random Fields. Kluegl, Peter; Toepfer, Martin; Lemmerich, Florian; Hotho, Andreas; Puppe, Frank. In Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics, 30, pp. 111–125. 2013.
  • [ Abstract ]
  • [ BibTeX ]
  Conditional Random Fields (CRF) are popular methods for labeling unstructured or textual data. Like many machine learning approaches, these undirected graphical models assume the instances to be independently distributed. However, in real-world applications data is grouped in a natural way, e.g., by its creation context. The instances in each group often share additional structural consistencies. This paper proposes a domain-independent method for exploiting these consistencies by combining two CRFs in a stacked learning framework. We apply rule learning collectively on the predictions of an initial CRF for one context to acquire descriptions of its specific properties. Then, we utilize these descriptions as dynamic and high quality features in an additional (stacked) CRF. The presented approach is evaluated with a real-world dataset for the segmentation of references and achieves a significant reduction of the labeling error.

  @article{kluegl2013exploiting, abstract = {Conditional Random Fields (CRF) are popular methods for labeling unstructured or textual data. Like many machine learning approaches, these undirected graphical models assume the instances to be independently distributed. However, in real-world applications data is grouped in a natural way, e.g., by its creation context. The instances in each group often share additional structural consistencies. This paper proposes a domain-independent method for exploiting these consistencies by combining two CRFs in a stacked learning framework. We apply rule learning collectively on the predictions of an initial CRF for one context to acquire descriptions of its specific properties. Then, we utilize these descriptions as dynamic and high quality features in an additional (stacked) CRF. The presented approach is evaluated with a real-world dataset for the segmentation of references and achieves a significant reduction of the labeling error.}, author = {Kluegl, Peter and Toepfer, Martin and Lemmerich, Florian and Hotho, Andreas and Puppe, Frank}, journal = {Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics}, keywords = {exploiting}, pages = {111-125}, title = {Exploiting Structural Consistencies with Stacked Conditional Random Fields}, volume = 30, year = 2013 }
• 
  Explanation in Episodic and Continuous Decision Support Systems. Baumeister, Joachim; Striffler, Albrecht. In FGWM’13: Proceedings of German Workshop of Knowledge and Experience Management (at LWA’2013). 2013.
  • [ Abstract ]
  • [ BibTeX ]
  Advanced decision support systems demand for their episodic and collaborative use in order to solve complex problems. Further, continuous knowledge representations help to build large knowledge spaces. Decision support systems enhanced in these ways, however, require new approaches to explain the derived decisions. In this paper, we propose an explanation approach that is based on the standardized PROV ontology. We discuss its applicability by giving practical examples.

  @inproceedings{BSLWA:13, abstract = {Advanced decision support systems demand for their episodic and collaborative use in order to solve complex problems. Further, continuous knowledge representations help to build large knowledge spaces. Decision support systems enhanced in these ways, however, require new approaches to explain the derived decisions. In this paper, we propose an explanation approach that is based on the standardized PROV ontology. We discuss its applicability by giving practical examples.}, author = {Baumeister, Joachim and Striffler, Albrecht}, booktitle = {FGWM'13: Proceedings of German Workshop of Knowledge and Experience Management (at LWA'2013)}, keywords = {decisionSuppport}, title = {Explanation in Episodic and Continuous Decision Support Systems}, year = 2013 }
• 
  {Wissensmodellierung und Visualisierung in der Kataraktchirurgie}. Scherer, Klaus-Peter; Rieder, Constantin; Henninger, Christian; Baumeister, Joachim; Reutelshöfer, Jochen. In Spektrum Augenheilkunde, 27, p. 109. Springer, 2013.
  • [ BibTeX ]
  @article{scherer2013wissensmodellierung, author = {Scherer, Klaus-Peter and Rieder, Constantin and Henninger, Christian and Baumeister, Joachim and Reutelshöfer, Jochen}, journal = {Spektrum Augenheilkunde}, keywords = {wiki}, pages = 109, publisher = {Springer}, title = {{Wissensmodellierung und Visualisierung in der Kataraktchirurgie}}, volume = 27, year = 2013 }
• 
  {Prototyping-based Usability-oriented Knowledge Systems Engineering}. Freiberg, Martina; Puppe, Frank. In {Mensch und Computer 2012---12. fach{ü}bergreifende Konferenz für interaktive und kooperative Medien.}, H. Reiterer, O. Deussen (eds.). Oldenbourg Verlag, 2013.
  • [ BibTeX ]
  @inproceedings{Freiberg2013a, author = {Freiberg, Martina and Puppe, Frank}, booktitle = {{Mensch und Computer 2012—12. fach{\"u}bergreifende Konferenz für interaktive und kooperative Medien.}}, editor = {Reiterer, Harald and Deussen, Oliver}, keywords = {Knowledge}, publisher = {Oldenbourg Verlag}, title = {{Prototyping-based Usability-oriented Knowledge Systems Engineering}}, year = 2013 }
• 
  Constraint-driven Evaluation in UIMA Ruta. Wittek, Andreas; Toepfer, Martin; Fette, Georg; Klügl, Peter; Puppe, Frank. In UIMA@GSCL, Vol. 1038 of CEUR Workshop Proceedings, P. Klügl, R. Eckart de Castilho, K. Tomanek (eds.), pp. 58–65. CEUR-WS.org, 2013.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{conf/gldv/WittekTFKP13, author = {Wittek, Andreas and Toepfer, Martin and Fette, Georg and Klügl, Peter and Puppe, Frank}, booktitle = {UIMA@GSCL}, crossref = {conf/gldv/2013uima}, editor = {Klügl, Peter and Eckart de Castilho, Richard and Tomanek, Katrin}, keywords = {myown}, pages = {58-65}, publisher = {CEUR-WS.org}, series = {CEUR Workshop Proceedings}, title = {Constraint-driven Evaluation in UIMA Ruta.}, volume = 1038, year = 2013 }
• 
  ADIA: A Novel Onboard Failure Diagnostic System for Nanosatellites. Fellinger, Gerhard; Dietrich, Georg; Fette, Georg; Kayal, Hakan; Puppe, Frank; Schneider, Volker; Wojtkowiak, Harald. In 64th International Astronautical Congress, Vol. 4, 3. International Astronautical Federation, 2013.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Spacecraft failure analysis is often a time-consuming process which requires increased attention from ground personnel. Since operations expenditures represent a major part of overall satellite mission cost, efficient assignment of resources, especially when it comes to as weighty a cost factor as manpower, is critical. This is especially true for small-scale satellites which are often operated by research groups with limited means. Also, ground-based error source isolation by operators implies that due to limited contact windows, real-time diagnosis is usually out of the question, hence losing valuable time when quick reactions to critical failures are necessary. Moreover, the onset of failures looming for several days or weeks cannot be easily predicted by human operators who are by and large not good at trend-analyzing large amounts of data, especially if mutually interdependent time series are involved. Thus, the capability to analyze errors in real-time onboard a satellite is desirable as it can help cut costs and reduce mission failure risk. In order to provide such capabilities, the development of a new autonomous failure diagnostic system called ADIA (Autonomous Diagnostic System for Satellites) has started at the University of Würzburg which is funded through the German Aerospace Center (FKZ 50RM1231) by the Federal Ministry of Economics and Technology (BMWi). The goal is to develop an onboard diagnostic software which is capable of detecting errors, isolating them with respect to their cause as well as trend analysis of spacecraft telemetry data for the prediction of future subsystem malfunctions. The system consists of two functionally intertwined components. One is a set of diagnostic algorithms with an interface to the satellite’s TTC system. The second is a satellite simulator software which has two functions: on the one hand, it serves as a “telemetry generator” in the context of ADIA’s development process, providing the diagnostic core with raw data during system testing and fine-tuning. On the other hand, the simulator can itself be integrated into the diagnostic component, thus making ADIA a model-based analysis tool. Internal states of the simulator can be compared with the state of the actual satellite in order to derive hypotheses on the nature of an emerging error. The focus of this paper lies on the discussion of ADIA’s requirements, the basic functional concept as well as the workings of the diagnostic core. Additionally, a brief discussion of the nanosatellite to be modeled as part of the development process is included.

  @inproceedings{fellinger2013novel, abstract = {Spacecraft failure analysis is often a time-consuming process which requires increased attention from ground personnel. Since operations expenditures represent a major part of overall satellite mission cost, efficient assignment of resources, especially when it comes to as weighty a cost factor as manpower, is critical. This is especially true for small-scale satellites which are often operated by research groups with limited means. Also, ground-based error source isolation by operators implies that due to limited contact windows, real-time diagnosis is usually out of the question, hence losing valuable time when quick reactions to critical failures are necessary. Moreover, the onset of failures looming for several days or weeks cannot be easily predicted by human operators who are by and large not good at trend-analyzing large amounts of data, especially if mutually interdependent time series are involved. Thus, the capability to analyze errors in real-time onboard a satellite is desirable as it can help cut costs and reduce mission failure risk. In order to provide such capabilities, the development of a new autonomous failure diagnostic system called ADIA (Autonomous Diagnostic System for Satellites) has started at the University of Würzburg which is funded through the German Aerospace Center (FKZ 50RM1231) by the Federal Ministry of Economics and Technology (BMWi). The goal is to develop an onboard diagnostic software which is capable of detecting errors, isolating them with respect to their cause as well as trend analysis of spacecraft telemetry data for the prediction of future subsystem malfunctions. The system consists of two functionally intertwined components. One is a set of diagnostic algorithms with an interface to the satellite’s TTC system. The second is a satellite simulator software which has two functions: on the one hand, it serves as a “telemetry generator” in the context of ADIA’s development process, providing the diagnostic core with raw data during system testing and fine-tuning. On the other hand, the simulator can itself be integrated into the diagnostic component, thus making ADIA a model-based analysis tool. Internal states of the simulator can be compared with the state of the actual satellite in order to derive hypotheses on the nature of an emerging error. The focus of this paper lies on the discussion of ADIA’s requirements, the basic functional concept as well as the workings of the diagnostic core. Additionally, a brief discussion of the nanosatellite to be modeled as part of the development process is included.}, author = {Fellinger, Gerhard and Dietrich, Georg and Fette, Georg and Kayal, Hakan and Puppe, Frank and Schneider, Volker and Wojtkowiak, Harald}, booktitle = {64th International Astronautical Congress}, keywords = {myown}, organization = {International Astronautical Federation}, title = {ADIA: A Novel Onboard Failure Diagnostic System for Nanosatellites}, volume = {IAC-13,B4,3,10,x17926}, year = 2013 }
• 
  Towards Continuous Knowledge Representations in Episodic and Collaborative Decision Making. Baumeister, Joachim; Striffler, Albrecht; Brandt, Marc; Neumann, Michael. In The 9th Workshop on Knowledge Engineering and Software Engineering (KESE2013), Vol. CEUR Proceedings Vol-1070. 2013.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  With the success of knowledge-based approaches in decision support systems new requirements arise in practice. That way, users demand not only for the collaborative development of such systems, but also for the collaborative and episodic use in decision processes. Moreover, in complex decision domains multiple knowledge representations are available that need to be jointly processed. In this paper we introduce a novel approach and a system implementation that aims to meet these requirements.

  @inproceedings{BSBN:13, abstract = {With the success of knowledge-based approaches in decision support systems new requirements arise in practice. That way, users demand not only for the collaborative development of such systems, but also for the collaborative and episodic use in decision processes. Moreover, in complex decision domains multiple knowledge representations are available that need to be jointly processed. In this paper we introduce a novel approach and a system implementation that aims to meet these requirements.}, author = {Baumeister, Joachim and Striffler, Albrecht and Brandt, Marc and Neumann, Michael}, booktitle = {The 9th Workshop on Knowledge Engineering and Software Engineering (KESE2013)}, keywords = {ontology}, title = {Towards Continuous Knowledge Representations in Episodic and Collaborative Decision Making}, volume = {CEUR Proceedings Vol-1070}, year = 2013 }
• 
  Computing Semantic Relatedness from Human Navigational Paths on Wikipedia. Singer, Philipp; Niebler, Thomas; Strohmaier, Markus; Hotho, Andreas. In Proceedings of the 22nd International Conference on World Wide Web, L. Carr, A. H. F. Laender, B. F. Lóscio, I. King, M. Fontoura, D. Vrandecic, L. Aroyo, J. P. M. de Oliveira, F. Lima, E. Wilde (eds.), pp. 171–172. ACM, 2013.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  This paper presents a novel approach for computing semantic relatedness between concepts on Wikipedia by using human navigational paths for this task. Our results suggest that human navigational paths provide a viable source for calculating semantic relatedness between concepts on Wikipedia. We also show that we can improve accuracy by intelligent selection of path corpora based on path characteristics indicating that not all paths are equally useful. Our work makes an argument for expanding the existing arsenal of data sources for calculating semantic relatedness and to consider the utility of human navigational paths for this task.

  @inproceedings{singer2013computing_www, abstract = {This paper presents a novel approach for computing semantic relatedness between concepts on Wikipedia by using human navigational paths for this task. Our results suggest that human navigational paths provide a viable source for calculating semantic relatedness between concepts on Wikipedia. We also show that we can improve accuracy by intelligent selection of path corpora based on path characteristics indicating that not all paths are equally useful. Our work makes an argument for expanding the existing arsenal of data sources for calculating semantic relatedness and to consider the utility of human navigational paths for this task.}, author = {Singer, Philipp and Niebler, Thomas and Strohmaier, Markus and Hotho, Andreas}, booktitle = {Proceedings of the 22nd International Conference on World Wide Web}, editor = {Carr, Leslie and Laender, Alberto H. F. and Lóscio, Bernadette Farias and King, Irwin and Fontoura, Marcus and Vrandecic, Denny and Aroyo, Lora and de Oliveira, José Palazzo M. and Lima, Fernanda and Wilde, Erik}, keywords = {extraction}, organization = {ACM}, pages = {171–172}, publisher = {ACM}, title = {Computing Semantic Relatedness from Human Navigational Paths on Wikipedia}, year = 2013 }
• 
  How Tagging Pragmatics Influence Tag Sense Discovery in Social Annotation Systems. Niebler, Thomas; Singer, Philipp; Benz, Dominik; Körner, Christian; Strohmaier, Markus; Hotho, Andreas. In ECIR, pp. 86–97. Springer, 2013.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  The presence of emergent semantics in social annotation systems has been reported in numerous studies. Two important problems in this context are the induction of semantic relations among tags and the discovery of different senses of a given tag. While a number of approaches for discovering tag senses exist, little is known about which

  @inproceedings{niebler2013tagging, abstract = {The presence of emergent semantics in social annotation systems has been reported in numerous studies. Two important problems in this context are the induction of semantic relations among tags and the discovery of different senses of a given tag. While a number of approaches for discovering tag senses exist, little is known about which}, author = {Niebler, Thomas and Singer, Philipp and Benz, Dominik and Körner, Christian and Strohmaier, Markus and Hotho, Andreas}, booktitle = {ECIR}, keywords = {influence}, pages = {86-97}, publisher = {Springer}, title = {How Tagging Pragmatics Influence Tag Sense Discovery in Social Annotation Systems}, year = 2013 }
• 
  Constraint-driven Evaluation in UIMA Ruta. Wittek, Andreas; Toepfer, Martin; Fette, Georg; Klügl, Peter; Puppe, Frank. In UIMA@GSCL, Vol. 1038 of CEUR Workshop Proceedings, P. Klügl, R. Eckart de Castilho, K. Tomanek (eds.), pp. 58–65. CEUR-WS.org, 2013.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/gldv/WittekTFKP13, author = {Wittek, Andreas and Toepfer, Martin and Fette, Georg and Klügl, Peter and Puppe, Frank}, booktitle = {UIMA@GSCL}, crossref = {conf/gldv/2013uima}, editor = {Klügl, Peter and Eckart de Castilho, Richard and Tomanek, Katrin}, keywords = {myown}, pages = {58-65}, publisher = {CEUR-WS.org}, series = {CEUR Workshop Proceedings}, title = {Constraint-driven Evaluation in UIMA Ruta.}, volume = 1038, year = 2013 }
• 
  Supporting Direct Knowledge Acquisition by Customized Tools: A Case Study in the Domain of Cataract Surgery. Reutelsh{ö}fer, Jochen; Baumeister, Joachim. In FGWM’13: Proceedings of German Workshop of Knowledge and Experience Management (at LWA’2013). 2013.
  • [ BibTeX ]
  @inproceedings{RBLWA:13, author = {Reutelsh{\"o}fer, Jochen and Baumeister, Joachim}, booktitle = {FGWM'13: Proceedings of German Workshop of Knowledge and Experience Management (at LWA'2013)}, keywords = {knowledgeEngineering}, title = {Supporting Direct Knowledge Acquisition by Customized Tools: A Case Study in the Domain of Cataract Surgery}, year = 2013 }
• 
  New Concepts for Knowledge Based Cataract Surgery Assistance. Scherer, Klaus-Peter; Rieder, Constantin; Henninger, Christian; Baumeister, Joachim; Reutelshöfer, Jochen. In Proc. of the 8th International Joint Conference on Software Technologies. 2013.
  • [ BibTeX ]
  @inproceedings{scherer2013concepts, author = {Scherer, Klaus-Peter and Rieder, Constantin and Henninger, Christian and Baumeister, Joachim and Reutelshöfer, Jochen}, booktitle = {Proc. of the 8th International Joint Conference on Software Technologies}, keywords = {semanticweb}, month = {07}, title = {New Concepts for Knowledge Based Cataract Surgery Assistance}, year = 2013 }
• 
  Difference-Based Estimates for Generalization-Aware Subgroup Discovery. Lemmerich, Florian; Becker, Martin; Puppe, Frank. In ECML/PKDD (3), Vol. 8190 of Lecture Notes in Computer Science, H. Blockeel, K. Kersting, S. Nijssen, F. Zelezný (eds.), pp. 288–303. Springer, 2013.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/pkdd/Lemmerich0P13, author = {Lemmerich, Florian and Becker, Martin and Puppe, Frank}, booktitle = {ECML/PKDD (3)}, crossref = {conf/pkdd/2013-3}, editor = {Blockeel, Hendrik and Kersting, Kristian and Nijssen, Siegfried and Zelezný, Filip}, keywords = {efficient}, pages = {288-303}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Difference-Based Estimates for Generalization-Aware Subgroup Discovery.}, volume = 8190, year = 2013 }

• 
  {Template-based Extensible Prototyping for Creativity- and Usability-Oriented Knowledge Systems Development}. Freiberg, Martina; Puppe, Frank. In {Proceedings of the 8th Workshop on Knowledge Engineering and Software Engineering (KESE8)}, {Grzegorz J. Nalepa, Joaqu{í}n Ca\~{n}adas, Joachim Baumeister} (eds.). CEUR Proceedings (to appear), 2012.
  • [ BibTeX ]
  @inproceedings{freiberg2012templatebased, author = {Freiberg, Martina and Puppe, Frank}, booktitle = {{Proceedings of the 8th Workshop on Knowledge Engineering and Software Engineering (KESE8)}}, editor = {{Grzegorz J. Nalepa and Joaqu\'{i}n Ca\ {n}adas and Joachim Baumeister}}, keywords = {Knowledge}, publisher = {CEUR Proceedings (to appear)}, title = {{Template-based Extensible Prototyping for Creativity- and Usability-Oriented Knowledge Systems Development}}, year = 2012 }
• 
  Collective Information Extraction with Context-Specific Consistencies. Klügl, Peter; Toepfer, Martin; Lemmerich, Florian; Hotho, Andreas; Puppe, Frank. In ECML/PKDD (1), Vol. 7523 of Lecture Notes in Computer Science, P. A. Flach, T. D. Bie, N. Cristianini (eds.), pp. 728–743. Springer, 2012.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/pkdd/KluglTLHP12, author = {Klügl, Peter and Toepfer, Martin and Lemmerich, Florian and Hotho, Andreas and Puppe, Frank}, booktitle = {ECML/PKDD (1)}, crossref = {conf/pkdd/2012-1}, editor = {Flach, Peter A. and Bie, Tijl De and Cristianini, Nello}, keywords = {myown}, pages = {728-743}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Collective Information Extraction with Context-Specific Consistencies.}, volume = 7523, year = 2012 }
• 
  {Describing Locations using Tags and Images: Explorative Pattern Mining in Social Media}. Lemmerich, Florian; Atzmueller, Martin. In {Modeling and Mining Ubiquitous Social Media}, Vol. 7472. Springer Verlag, Heidelberg, Germany, 2012.
  • [ BibTeX ]
  • [ URL ]
  @incollection{LA:12, address = {Heidelberg, Germany}, author = {Lemmerich, Florian and Atzmueller, Martin}, booktitle = {{Modeling and Mining Ubiquitous Social Media}}, keywords = {applications}, publisher = {Springer Verlag}, series = {LNAI}, title = {{Describing Locations using Tags and Images: Explorative Pattern Mining in Social Media}}, volume = 7472, year = 2012 }
• 
  Simulation-based Test Case Generation for Clinical Guidelines. Hatko, Reinhard; Lemmerich, Florian; Baumeister, Joachim; Puppe, Frank. In In the Proceedings of the 5th International Workshop on Process-oriented Information Systems in Healthcare / 4th International Workshop on Knowledge Representation for Health Care. 2012.
  • [ BibTeX ]
  @inproceedings{hatko2012simulationbased, author = {Hatko, Reinhard and Lemmerich, Florian and Baumeister, Joachim and Puppe, Frank}, booktitle = {In the Proceedings of the 5th International Workshop on Process-oriented Information Systems in Healthcare / 4th International Workshop on Knowledge Representation for Health Care}, keywords = {application}, title = {Simulation-based Test Case Generation for Clinical Guidelines}, year = 2012 }
• 
  {iTree: Skill-building User-centered Clarification Consultation Interfaces (Resubmission of KEOD 2012 article}. Freiberg, Martina; Puppe, Frank. In LWA-2012 (Special Track on Knowledge Management). 2012.
  • [ BibTeX ]
  @inproceedings{Freiberg2012c, author = {Freiberg, Martina and Puppe, Frank}, booktitle = {LWA-2012 (Special Track on Knowledge Management)}, keywords = {Interface}, title = {{iTree: Skill-building User-centered Clarification Consultation Interfaces (Resubmission of KEOD 2012 article}}, year = 2012 }
• 
  Collective Information Extraction with Context-Specific Consistencies. Klügl, Peter; Toepfer, Martin; Lemmerich, Florian; Hotho, Andreas; Puppe, Frank. In ECML/PKDD (1), Vol. 7523 of Lecture Notes in Computer Science, P. A. Flach, T. D. Bie, N. Cristianini (eds.), pp. 728–743. Springer, 2012.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/pkdd/KluglTLHP12, author = {Klügl, Peter and Toepfer, Martin and Lemmerich, Florian and Hotho, Andreas and Puppe, Frank}, booktitle = {ECML/PKDD (1)}, crossref = {conf/pkdd/2012-1}, editor = {Flach, Peter A. and Bie, Tijl De and Cristianini, Nello}, keywords = {myown}, pages = {728-743}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Collective Information Extraction with Context-Specific Consistencies.}, volume = 7523, year = 2012 }
• 
  A Meta-Engineering Approach for Customized Document-centered Knowledge Acquisition. Reutelshoefer, Jochen; Baumeister, Joachim; Puppe, Frank. In Modellierung 2012, E. Sinz (ed.). Bamberg, 2012.
  • [ BibTeX ]
  @inproceedings{reutelshoefer2012metaengineering, address = {Bamberg}, author = {Reutelshoefer, Jochen and Baumeister, Joachim and Puppe, Frank}, booktitle = {Modellierung 2012}, editor = {Sinz, Elmar}, keywords = {KnowWE}, title = {A Meta-Engineering Approach for Customized Document-centered Knowledge Acquisition}, year = 2012 }
• 
  {Extensible Prototyping for Pragmatic Engineering of Knowledge-based Systems}. Freiberg, Martina; Striffler, Albrecht; Puppe, Frank. In Expert Systems with Applications, doi: 10.1016/j.eswa.2012.02.110. 2012.
  • [ BibTeX ]
  @article{Freiberg2012, author = {Freiberg, Martina and Striffler, Albrecht and Puppe, Frank}, journal = {Expert Systems with Applications}, keywords = {interface}, title = {{Extensible Prototyping for Pragmatic Engineering of Knowledge-based Systems}}, volume = {doi: 10.1016/j.eswa.2012.02.110}, year = 2012 }
• 
  {DiaFlux}: A Graphical Language for Computer-Interpretable Guidelines. Hatko, Reinhard; Baumeister, Joachim; Belli, Volker; Puppe, Frank. In Knowledge Representation for Health-Care, Vol. 6924, D. Riaño, A. ten Teije, S. Miksch (eds.), pp. 94–107. Springer, Berlin / Heidelberg, 2012.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In this paper, we introduce the formal representation language DiaFlux, that is simple and easy to use on the one hand. On the other hand it allows for the definition of Computer-Interpretable Guidelines (CIGs), that can solve valuable tasks being executed in the clinical context. Further, we describe a wiki-driven development process using the stepwise formalization and allowing for almost self-acquisition by the domain specialists. The applicability of the approach is demonstrated by a protocol for sepsis monitoring and treatment developed by a collaboration of clinicians.

  @incollection{springerlink:10.1007/978-3-642-27697-2_7, abstract = {In this paper, we introduce the formal representation language DiaFlux, that is simple and easy to use on the one hand. On the other hand it allows for the definition of Computer-Interpretable Guidelines (CIGs), that can solve valuable tasks being executed in the clinical context. Further, we describe a wiki-driven development process using the stepwise formalization and allowing for almost self-acquisition by the domain specialists. The applicability of the approach is demonstrated by a protocol for sepsis monitoring and treatment developed by a collaboration of clinicians.}, address = {Berlin / Heidelberg}, author = {Hatko, Reinhard and Baumeister, Joachim and Belli, Volker and Puppe, Frank}, booktitle = {Knowledge Representation for Health-Care}, editor = {Riaño, David and ten Teije, Annette and Miksch, Silvia}, keywords = {diaflux}, pages = {94-107}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {{DiaFlux}: A Graphical Language for Computer-Interpretable Guidelines}, volume = 6924, year = 2012 }
• 
  CoverageCity: Test Coverage for Clinical Guidelines. Hatko, Reinhard; Baumeister, Joachim; Puppe, Frank. In The 8th Workshop on Knowledge Engineering and Software Engineering (KESE2012). 2012.
  • [ BibTeX ]
  @inproceedings{Hatko2012b, author = {Hatko, Reinhard and Baumeister, Joachim and Puppe, Frank}, booktitle = {The 8th Workshop on Knowledge Engineering and Software Engineering (KESE2012)}, keywords = {coverage}, title = {CoverageCity: Test Coverage for Clinical Guidelines}, year = 2012 }
• 
  Implementing an Automated Ventilation Guideline Using the Semantic Wiki KnowWE. Hatko, Reinhard; Sch{ä}dler, Dirk; Mersmann, Stefan; Baumeister, Joachim; Weiler, Norbert; Puppe, Frank. In EKAW, Vol. 7603 of Lecture Notes in Computer Science, A. ten Teije, J. V{ö}lker, S. Handschuh, H. Stuckenschmidt, M. d’Aquin, A. Nikolov, N. Aussenac-Gilles, N. Hernandez (eds.), pp. 363–372. Springer, 2012.
  • [ BibTeX ]
  @inproceedings{Hatko2012, author = {Hatko, Reinhard and Sch{\"a}dler, Dirk and Mersmann, Stefan and Baumeister, Joachim and Weiler, Norbert and Puppe, Frank}, booktitle = {EKAW}, crossref = {DBLP:conf/ekaw/2012}, editor = {ten Teije, Annette and V{\"o}lker, Johanna and Handschuh, Siegfried and Stuckenschmidt, Heiner and d'Aquin, Mathieu and Nikolov, Andriy and Aussenac-Gilles, Nathalie and Hernandez, Nathalie}, keywords = {guideline}, pages = {363-372}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Implementing an Automated Ventilation Guideline Using the Semantic Wiki KnowWE}, volume = 7603, year = 2012 }
• 
  KnowWE - A Wiki for Knowledge Base Development. Baumeister, Joachim; Reutelshoefer, Jochen; Belli, Volker; Striffler, Albrecht; Hatko, Reinhard; Friedrich, Markus. In The 8th Workshop on Knowledge Engineering and Software Engineering (KESE2012). 2012.
  • [ Abstract ]
  • [ BibTeX ]
  The development of knowledge systems has been driven by changing approaches, starting with special purpose languages in the 1960s that evolved later to dedicated editors and environments. Nowadays, tools for the collaborative creation and maintenance of knowledge became attractive. Such tools allow for the work on knowledge even for distributed panels of experts and for knowledge at different formalization levels.The paper (tool presentation) introduces the semantic wiki KnowWE, a collaborative platform for the acquisition and use of different types of knowledge, ranging from semantically annotated text to strong problem-solving knowledge. We also report on some current use cases of KnowWE.

  @inproceedings{Baumeister2012, abstract = {The development of knowledge systems has been driven by changing approaches, starting with special purpose languages in the 1960s that evolved later to dedicated editors and environments. Nowadays, tools for the collaborative creation and maintenance of knowledge became attractive. Such tools allow for the work on knowledge even for distributed panels of experts and for knowledge at different formalization levels.The paper (tool presentation) introduces the semantic wiki KnowWE, a collaborative platform for the acquisition and use of different types of knowledge, ranging from semantically annotated text to strong problem-solving knowledge. We also report on some current use cases of KnowWE.}, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Belli, Volker and Striffler, Albrecht and Hatko, Reinhard and Friedrich, Markus}, booktitle = {The 8th Workshop on Knowledge Engineering and Software Engineering (KESE2012)}, keywords = {myown}, title = {KnowWE - A Wiki for Knowledge Base Development}, year = 2012 }
• 
  Generic Pattern Trees for Exhaustive Exceptional Model Mining. Lemmerich, Florian; Becker, Martin; Atzmueller, Martin. In ECML/PKDD (2), Vol. 7524 of Lecture Notes in Computer Science, P. A. Flach, T. D. Bie, N. Cristianini (eds.), pp. 277–292. Springer, 2012.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/pkdd/LemmerichBA12, author = {Lemmerich, Florian and Becker, Martin and Atzmueller, Martin}, booktitle = {ECML/PKDD (2)}, crossref = {conf/pkdd/2012-2}, editor = {Flach, Peter A. and Bie, Tijl De and Cristianini, Nello}, keywords = {exceptional}, pages = {277-292}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Generic Pattern Trees for Exhaustive Exceptional Model Mining.}, volume = 7524, year = 2012 }
• 
  VIKAMINE - Open-Source Subgroup Discovery, Pattern Mining, and Analytics. Atzmueller, Martin; Lemmerich, Florian. In ECML/PKDD (2), Vol. 7524 of Lecture Notes in Computer Science, P. A. Flach, T. D. Bie, N. Cristianini (eds.), pp. 842–845. Springer, 2012.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/pkdd/AtzmuellerL12, author = {Atzmueller, Martin and Lemmerich, Florian}, booktitle = {ECML/PKDD (2)}, crossref = {conf/pkdd/2012-2}, editor = {Flach, Peter A. and Bie, Tijl De and Cristianini, Nello}, keywords = {vikamine}, pages = {842-845}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {VIKAMINE - Open-Source Subgroup Discovery, Pattern Mining, and Analytics.}, volume = 7524, year = 2012 }
• 
  Implementing an Automated Ventilation Guideline using the Semantic Wiki {KnowWE}. Hatko, Reinhard; Schädler, Dirk; Mersmann, Stefan; Baumeister, Joachim; Weiler, Norbert; Puppe, Frank. In EKAW 2012: 18th International Conference on Knowledge Engineering and Knowledge Management, H. Stuckenschmidt, A. ten Teije, J. Voelker (eds.). 2012.
  • [ BibTeX ]
  @inproceedings{hatko2012implementing, author = {Hatko, Reinhard and Schädler, Dirk and Mersmann, Stefan and Baumeister, Joachim and Weiler, Norbert and Puppe, Frank}, booktitle = {EKAW 2012: 18th International Conference on Knowledge Engineering and Knowledge Management}, editor = {Stuckenschmidt, Heiner and ten Teije, Annette and Voelker, Johanna}, keywords = {wiki}, title = {Implementing an Automated Ventilation Guideline using the Semantic Wiki {KnowWE}}, year = 2012 }
• 
  Stacked Conditional Random Fields Exploiting Structural Consistencies. Kluegl, Peter; Toepfer, Martin; Lemmerich, Florian; Hotho, Andreas; Puppe, Frank. In Proceedings of 1st International Conference on Pattern Recognition Applications and Methods (ICPRAM), P. L. Carmona, J. S. Sánchez, A. Fred (eds.), pp. 240–248. SciTePress, Vilamoura, Algarve, Portugal, 2012.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Conditional Random Fields (CRF) are popular methods for labeling unstructured or textual data. Like many machine learning approaches these undirected graphical models assume the instances to be independently distributed. However, in real world applications data is grouped in a natural way, e.g., by its creation context. The instances in each group often share additional structural consistencies. This paper proposes a domain-independent method for exploiting these consistencies by combining two CRFs in a stacked learning framework. The approach incorporates three successive steps of inference: First, an initial CRF processes single instances as usual. Next, we apply rule learning collectively on all labeled outputs of one context to acquire descriptions of its specific properties. Finally, we utilize these descriptions as dynamic and high quality features in an additional (stacked) CRF. The presented approach is evaluated with a real-world dataset for the segmentation of references and achieves a significant reduction of the labeling error.

  @inproceedings{kluegl2012stacked, abstract = {Conditional Random Fields (CRF) are popular methods for labeling unstructured or textual data. Like many machine learning approaches these undirected graphical models assume the instances to be independently distributed. However, in real world applications data is grouped in a natural way, e.g., by its creation context. The instances in each group often share additional structural consistencies. This paper proposes a domain-independent method for exploiting these consistencies by combining two CRFs in a stacked learning framework. The approach incorporates three successive steps of inference: First, an initial CRF processes single instances as usual. Next, we apply rule learning collectively on all labeled outputs of one context to acquire descriptions of its specific properties. Finally, we utilize these descriptions as dynamic and high quality features in an additional (stacked) CRF. The presented approach is evaluated with a real-world dataset for the segmentation of references and achieves a significant reduction of the labeling error.}, address = {Vilamoura, Algarve, Portugal}, author = {Kluegl, Peter and Toepfer, Martin and Lemmerich, Florian and Hotho, Andreas and Puppe, Frank}, booktitle = {Proceedings of 1st International Conference on Pattern Recognition Applications and Methods (ICPRAM)}, editor = {Carmona, Pedro Latorre and Sánchez, J. Salvador and Fred, Ana}, keywords = {myown}, month = {02}, pages = {240-248}, publisher = {SciTePress}, title = {Stacked Conditional Random Fields Exploiting Structural Consistencies}, year = 2012 }
• 
  Stacked Conditional Random Fields Exploiting Structural Consistencies. Kluegl, Peter; Toepfer, Martin; Lemmerich, Florian; Hotho, Andreas; Puppe, Frank. In Proceedings of 1st International Conference on Pattern Recognition Applications and Methods (ICPRAM), P. L. Carmona, J. S. Sánchez, A. Fred (eds.), pp. 240–248. SciTePress, Vilamoura, Algarve, Portugal, 2012.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Conditional Random Fields (CRF) are popular methods for labeling unstructured or textual data. Like many machine learning approaches these undirected graphical models assume the instances to be independently distributed. However, in real world applications data is grouped in a natural way, e.g., by its creation context. The instances in each group often share additional structural consistencies. This paper proposes a domain-independent method for exploiting these consistencies by combining two CRFs in a stacked learning framework. The approach incorporates three successive steps of inference: First, an initial CRF processes single instances as usual. Next, we apply rule learning collectively on all labeled outputs of one context to acquire descriptions of its specific properties. Finally, we utilize these descriptions as dynamic and high quality features in an additional (stacked) CRF. The presented approach is evaluated with a real-world dataset for the segmentation of references and achieves a significant reduction of the labeling error.

  @inproceedings{kluegl2012stacked, abstract = {Conditional Random Fields (CRF) are popular methods for labeling unstructured or textual data. Like many machine learning approaches these undirected graphical models assume the instances to be independently distributed. However, in real world applications data is grouped in a natural way, e.g., by its creation context. The instances in each group often share additional structural consistencies. This paper proposes a domain-independent method for exploiting these consistencies by combining two CRFs in a stacked learning framework. The approach incorporates three successive steps of inference: First, an initial CRF processes single instances as usual. Next, we apply rule learning collectively on all labeled outputs of one context to acquire descriptions of its specific properties. Finally, we utilize these descriptions as dynamic and high quality features in an additional (stacked) CRF. The presented approach is evaluated with a real-world dataset for the segmentation of references and achieves a significant reduction of the labeling error.}, address = {Vilamoura, Algarve, Portugal}, author = {Kluegl, Peter and Toepfer, Martin and Lemmerich, Florian and Hotho, Andreas and Puppe, Frank}, booktitle = {Proceedings of 1st International Conference on Pattern Recognition Applications and Methods (ICPRAM)}, editor = {Carmona, Pedro Latorre and Sánchez, J. Salvador and Fred, Ana}, keywords = {myown}, month = {02}, pages = {240-248}, publisher = {SciTePress}, title = {Stacked Conditional Random Fields Exploiting Structural Consistencies}, year = 2012 }
• 
  Diaflux: A Graphical Language for Computer-Interpretable Guidelines. Hatko, Reinhard; Baumeister, Joachim; Belli, Volker; Puppe, Frank. In Knowledge Representation for Health-Care, Vol. 6924, D. Riaño, A. ten Teije, S. Miksch (eds.), pp. 94–107. Springer, Berlin / Heidelberg, 2012.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  In this paper, we introduce the formal representation language DiaFlux, that is simple and easy to use on the one hand. On the other hand it allows for the definition of Computer-Interpretable Guidelines (CIGs), that can solve valuable tasks being executed in the clinical context. Further, we describe a wiki-driven development process using the stepwise formalization and allowing for almost self-acquisition by the domain specialists. The applicability of the approach is demonstrated by a protocol for sepsis monitoring and treatment developed by a collaboration of clinicians.

  @incollection{Hatko2012c, abstract = {In this paper, we introduce the formal representation language DiaFlux, that is simple and easy to use on the one hand. On the other hand it allows for the definition of Computer-Interpretable Guidelines (CIGs), that can solve valuable tasks being executed in the clinical context. Further, we describe a wiki-driven development process using the stepwise formalization and allowing for almost self-acquisition by the domain specialists. The applicability of the approach is demonstrated by a protocol for sepsis monitoring and treatment developed by a collaboration of clinicians.}, address = {Berlin / Heidelberg}, author = {Hatko, Reinhard and Baumeister, Joachim and Belli, Volker and Puppe, Frank}, booktitle = {Knowledge Representation for Health-Care}, editor = {Riaño, David and ten Teije, Annette and Miksch, Silvia}, keywords = {guideline}, pages = {94-107}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Diaflux: A Graphical Language for Computer-Interpretable Guidelines}, volume = 6924, year = 2012 }
• 
  Collective Information Extraction with Context-Specific Consistencies. Klügl, Peter; Toepfer, Martin; Lemmerich, Florian; Hotho, Andreas; Puppe, Frank. In ECML/PKDD (1), Vol. 7523 of Lecture Notes in Computer Science, P. A. Flach, T. D. Bie, N. Cristianini (eds.), pp. 728–743. Springer, 2012.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/pkdd/KluglTLHP12, author = {Klügl, Peter and Toepfer, Martin and Lemmerich, Florian and Hotho, Andreas and Puppe, Frank}, booktitle = {ECML/PKDD (1)}, crossref = {conf/pkdd/2012-1}, editor = {Flach, Peter A. and Bie, Tijl De and Cristianini, Nello}, keywords = {myown}, pages = {728-743}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Collective Information Extraction with Context-Specific Consistencies.}, volume = 7523, year = 2012 }
• 
  {KnowWE} - A Wiki for Knowledge Base Development. Baumeister, Joachim; Reutelshoefer, Jochen; Belli, Volker; Striffler, Albrecht; Hatko, Reinhard; Friedrich, Markus. In The 8th Workshop on Knowledge Engineering and Software Engineering (KESE2012). 2012.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  The development of knowledge systems has been driven by changing approaches, starting with special purpose languages in the 1960s that evolved later to dedicated editors and environments. Nowadays, tools for the collaborative creation and maintenance of knowledge became attractive. Such tools allow for the work on knowledge even for distributed panels of experts and for knowledge at different formalization levels. The paper (tool presentation) introduces the semantic wiki KnowWE, a collaborative platform for the acquisition and use of different types of knowledge, ranging from semantically annotated text to strong problem-solving knowledge. We also report on some current use cases of KnowWE.

  @inproceedings{Baumeister2012, abstract = {The development of knowledge systems has been driven by changing approaches, starting with special purpose languages in the 1960s that evolved later to dedicated editors and environments. Nowadays, tools for the collaborative creation and maintenance of knowledge became attractive. Such tools allow for the work on knowledge even for distributed panels of experts and for knowledge at different formalization levels.The paper (tool presentation) introduces the semantic wiki KnowWE, a collaborative platform for the acquisition and use of different types of knowledge, ranging from semantically annotated text to strong problem-solving knowledge. We also report on some current use cases of KnowWE.}, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Belli, Volker and Striffler, Albrecht and Hatko, Reinhard and Friedrich, Markus}, booktitle = {The 8th Workshop on Knowledge Engineering and Software Engineering (KESE2012)}, keywords = {myown}, title = {KnowWE - A Wiki for Knowledge Base Development}, year = 2012 }
• 
  {iTree: Skill-building User-centered Clarification Consultation Interfaces}. Freiberg, Martina; Puppe, Frank. In {Proceedings of the International Conference on Knowledge Engineering and Ontology Development (KEOD 2012)}. SciTePress Digital Library, 2012.
  • [ BibTeX ]
  @inproceedings{Freiberg2012d, author = {Freiberg, Martina and Puppe, Frank}, booktitle = {{Proceedings of the International Conference on Knowledge Engineering and Ontology Development (KEOD 2012)}}, keywords = {System}, publisher = {SciTePress Digital Library}, title = {{iTree: Skill-building User-centered Clarification Consultation Interfaces}}, year = 2012 }
• 
  Information Extraction from Unstructured Electronic Health Records and Integration into a Data Warehouse. Fette, Georg; Ertl, Maximilian; Wörner, Anja; Klügl, Peter; Störk, Stefan; Puppe, Frank. In GI-Jahrestagung, Vol. 208 of LNI, U. Goltz, M. A. Magnor, H.-J. Appelrath, H. K. Matthies, W.-T. Balke, L. C. Wolf (eds.), pp. 1237–1251. GI, 2012.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{conf/gi/FetteEWKSP12, author = {Fette, Georg and Ertl, Maximilian and Wörner, Anja and Klügl, Peter and Störk, Stefan and Puppe, Frank}, booktitle = {GI-Jahrestagung}, crossref = {conf/gi/2012}, editor = {Goltz, Ursula and Magnor, Marcus A. and Appelrath, Hans-Jürgen and Matthies, Herbert K. and Balke, Wolf-Tilo and Wolf, Lars C.}, keywords = {misbased}, pages = {1237-1251}, publisher = {GI}, series = {LNI}, title = {Information Extraction from Unstructured Electronic Health Records and Integration into a Data Warehouse.}, volume = 208, year = 2012 }
• 
  A Document-Centered Authoring Approach for Ontology Engineering. Reutelshoefer, Jochen; Baumeister, Joachim; Fette, Georg; Puppe, Frank. In FGWM’12: Proceedings of German Workshop of Knowledge and Experience Management (at LWA’2012), LWA2012 (ed.). 2012.
  • [ BibTeX ]
  @article{noauthororeditor2012documentcentered, author = {Reutelshoefer, Jochen and Baumeister, Joachim and Fette, Georg and Puppe, Frank}, editor = {LWA2012}, journal = {FGWM'12: Proceedings of German Workshop of Knowledge and Experience Management (at LWA'2012)}, keywords = {myown}, title = {A Document-Centered Authoring Approach for Ontology Engineering}, year = 2012 }
• 
  Simulation-based Test Case Generation for Clinical Guidelines. Hatko, Reinhard; Lemmerich, Florian; Baumeister, Joachim; Puppe, Frank. In In the Proceedings of the 5th International Workshop on Process-oriented Information Systems in Healthcare / 4th International Workshop on Knowledge Representation for Health Care. 2012.
  • [ BibTeX ]
  @inproceedings{hatko2012simulationbased, author = {Hatko, Reinhard and Lemmerich, Florian and Baumeister, Joachim and Puppe, Frank}, booktitle = {In the Proceedings of the 5th International Workshop on Process-oriented Information Systems in Healthcare / 4th International Workshop on Knowledge Representation for Health Care}, keywords = {application}, title = {Simulation-based Test Case Generation for Clinical Guidelines}, year = 2012 }
• 
  Simulation-based Test Case Generation for Clinical Guidelines. Hatko, Reinhard; Lemmerich, Florian; Baumeister, Joachim; Puppe, Frank. In Proceedings of the 5th International Workshop on Process-oriented Information Systems in Healthcare / 4th International Workshop on Knowledge Representation for Health Care. 2012.
  • [ BibTeX ]
  @inproceedings{hatko2012simulationbased, author = {Hatko, Reinhard and Lemmerich, Florian and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proceedings of the 5th International Workshop on Process-oriented Information Systems in Healthcare / 4th International Workshop on Knowledge Representation for Health Care}, keywords = {simulation_based}, title = {Simulation-based Test Case Generation for Clinical Guidelines}, year = 2012 }
• 
  {CoverageCity}: Test Coverage for Clinical Guidelines. Hatko, Reinhard; Baumeister, Joachim; Puppe, Frank. In The 8th Workshop on Knowledge Engineering and Software Engineering (KESE2012). 2012.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{Hatko2012b, author = {Hatko, Reinhard and Baumeister, Joachim and Puppe, Frank}, booktitle = {The 8th Workshop on Knowledge Engineering and Software Engineering (KESE2012)}, keywords = {coverage}, title = {CoverageCity: Test Coverage for Clinical Guidelines}, year = 2012 }
• 
  Stacked Conditional Random Fields Exploiting Structural Consistencies. Klügl, Peter; Toepfer, Martin; Lemmerich, Florian; Hotho, Andreas; Puppe, Frank. In ICPRAM (2), P. L. Carmona, J. S. Sánchez, A. L. N. Fred (eds.), pp. 240–249. SciTePress, 2012.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/icpram/KluglTLHP12, author = {Klügl, Peter and Toepfer, Martin and Lemmerich, Florian and Hotho, Andreas and Puppe, Frank}, booktitle = {ICPRAM (2)}, crossref = {conf/icpram/2012-2}, editor = {Carmona, Pedro Latorre and Sánchez, J. Salvador and Fred, Ana L. N.}, keywords = {text}, pages = {240-249}, publisher = {SciTePress}, title = {Stacked Conditional Random Fields Exploiting Structural Consistencies.}, year = 2012 }

• 
  {KnowWE}: A Semantic Wiki for Knowledge Engineering. Baumeister, Joachim; Reutelshoefer, Jochen; Puppe, Frank. In Applied Intelligence, 35(3), pp. 323–344. 2011.
  • [ BibTeX ]
  • [ URL ]
  @article{BRP:APIN:2011, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Puppe, Frank}, journal = {Applied Intelligence}, keywords = {problem-solving}, number = 3, pages = {323-344}, title = {{KnowWE}: A Semantic Wiki for Knowledge Engineering}, volume = 35, year = 2011 }
• 
  Information Extraction from Echocardiography Records. Fette, Georg; Klügl, Peter; Ertl, Maximilian; Störk, Stefan; Puppe, Frank. In LWA, M. Spiliopoulou, A. Nürnberger, R. Schult (eds.), pp. 187–190. Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2011.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{conf/lwa/FetteKESP11, author = {Fette, Georg and Klügl, Peter and Ertl, Maximilian and Störk, Stefan and Puppe, Frank}, booktitle = {LWA}, crossref = {conf/lwa/2011}, editor = {Spiliopoulou, Myra and Nürnberger, Andreas and Schult, Rene}, keywords = {misbased}, pages = {187-190}, publisher = {Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg}, title = {Information Extraction from Echocardiography Records.}, year = 2011 }
• 
  Identifying Influence Factors of Students Success by Subgroup Discovery. Lemmerich, F.; Ifland, M.; Puppe, F. In Fourth International Conference on Educational Data Mining. Eindhoven, the Netherlands., pp. 345–346. 2011.
  • [ BibTeX ]
  @inproceedings{lemmerichEDM, author = {Lemmerich, F. and Ifland, M. and Puppe, F.}, booktitle = {Fourth International Conference on Educational Data Mining. Eindhoven, the Netherlands.}, keywords = {sg_Discovery}, pages = {345-346}, title = {Identifying Influence Factors of Students Success by Subgroup Discovery}, year = 2011 }
• 
  Knowledge Visualization for Evaluation Tasks. Baumeister, Joachim; Freiberg, Martina. In Knowledge and Information Systems, 29(2), pp. 349–378. 2011.
  • [ BibTeX ]
  @article{BF:KAIS:10, author = {Baumeister, Joachim and Freiberg, Martina}, journal = {Knowledge and Information Systems}, keywords = {evaluation}, number = 2, pages = {349-378}, title = {Knowledge Visualization for Evaluation Tasks}, volume = 29, year = 2011 }
• 
  DiaFlux: A Graphical Language for Computer-Interpretable Guidelines. Hatko, Reinhard; Baumeister, Joachim; Belli, Volker; Puppe, Frank. In 3rd International Workshop on Knowledge Representation for Health Care. Bled, Slovenia, 2011.
  • [ BibTeX ]
  @inproceedings{HBBP:11, address = {Bled, Slovenia}, author = {Hatko, Reinhard and Baumeister, Joachim and Belli, Volker and Puppe, Frank}, booktitle = {3rd International Workshop on Knowledge Representation for Health Care}, keywords = {diaflux}, title = {DiaFlux: A Graphical Language for Computer-Interpretable Guidelines}, year = 2011 }
• 
  Incremental Compilation of Knowledge Documents for Markup-based Closed-World Authoring. Reutelshoefer, Jochen; Striffler, Albrecht; Lemmerich, Florian; Puppe, Frank. In K-CAP ’11: Proceedings of the sixth international conference on Knowledge Capture. ACM, 2011.
  • [ Abstract ]
  • [ BibTeX ]
  Text-based authoring using knowledge markups is an increasingly popular editing paradigm in manual knowledge acquisition. Closed world authoring environments support the user to form a coherent knowledge base by checking the referenced objects against a set of declared domain objects. In this scenario, the task of efficient translation (compilation) of the text sources is non-trivial. Additionally, in realworld applications frequent small changes are performed on the source documents and instant feedback to the author is crucial. Therefore, a scalable compilation into the target knowledge representations is necessary. In this paper, we introduce a general algorithm for the incremental compilation of knowledge documents, that analyzes the current document modi�cations and performs minimal updates on the knowledge base. We provide a formal proof of the correctness of the algorithm and show the e�ffectivenes of the approach in several case studies, using various kinds of knowledge representations and markups.

  @inproceedings{RSLP-KCAP11, abstract = {Text-based authoring using knowledge markups is an increasingly popular editing paradigm in manual knowledge acquisition. Closed world authoring environments support the user to form a coherent knowledge base by checking the referenced objects against a set of declared domain objects. In this scenario, the task of efficient translation (compilation) of the text sources is non-trivial. Additionally, in realworld applications frequent small changes are performed on the source documents and instant feedback to the author is crucial. Therefore, a scalable compilation into the target knowledge representations is necessary. In this paper, we introduce a general algorithm for the incremental compilation of knowledge documents, that analyzes the current document modi�cations and performs minimal updates on the knowledge base. We provide a formal proof of the correctness of the algorithm and show the e�ffectivenes of the approach in several case studies, using various kinds of knowledge representations and markups.}, author = {Reutelshoefer, Jochen and Striffler, Albrecht and Lemmerich, Florian and Puppe, Frank}, booktitle = {K-CAP '11: Proceedings of the sixth international conference on Knowledge Capture}, keywords = {myown}, publisher = {ACM}, title = {Incremental Compilation of Knowledge Documents for Markup-based Closed-World Authoring}, year = 2011 }
• 
  DiaFlux: A Graphical Language for Computer-Interpretable Guidelines. Hatko, Reinhard; Baumeister, Joachim; Belli, Volker; Puppe, Frank. In 3rd International Workshop on Knowledge Representation for Health Care. Bled, Slovenia, 2011.
  • [ BibTeX ]
  • [ Download ]
  @inproceedings{HBBP:11, address = {Bled, Slovenia}, author = {Hatko, Reinhard and Baumeister, Joachim and Belli, Volker and Puppe, Frank}, booktitle = {3rd International Workshop on Knowledge Representation for Health Care}, keywords = {diaflux}, title = {DiaFlux: A Graphical Language for Computer-Interpretable Guidelines}, year = 2011 }
• 
  Towards Learning Error-Driven Transformations for Information Extraction. Eckstein, Benjamin; Kluegl, Peter; Puppe, Frank. In Workshop Notes of the LWA 2011 - Learning, Knowledge, Adaptation. 2011.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{eckstein2011towards, author = {Eckstein, Benjamin and Kluegl, Peter and Puppe, Frank}, booktitle = {Workshop Notes of the LWA 2011 - Learning, Knowledge, Adaptation}, keywords = {extraction}, title = {Towards Learning Error-Driven Transformations for Information Extraction}, year = 2011 }
• 
  Advanced Empirical Testing. Baumeister, Joachim. In Knowledge-Based Systems, 24(1), pp. 83–94. 2011.
  • [ BibTeX ]
  • [ URL ]
  @article{Bau:KBS:11, author = {Baumeister, Joachim}, journal = {Knowledge-Based Systems}, keywords = {validation}, number = 1, pages = {83-94}, title = {Advanced Empirical Testing}, volume = 24, year = 2011 }
• 
  Knowledge and Software Engineering for Intelligent Systems (editorial). Baumeister, Joachim; Nalepa, Grzegorz J. In Knowledge Engineering and Data Mining, 1(3), pp. 199–201. 2011.
  • [ BibTeX ]
  @article{BN:KESE:11, author = {Baumeister, Joachim and Nalepa, Grzegorz J.}, journal = {Knowledge Engineering and Data Mining}, keywords = {kese}, number = 3, pages = {199-201}, title = {Knowledge and Software Engineering for Intelligent Systems (editorial)}, volume = 1, year = 2011 }
• 
  Developing Knowledge Systems with Continuous Integration. Baumeister, Joachim; Reutelshoefer, Jochen. In i-KNOW 2011: 11th International Conference on Knowledge Management and Knowledge Technologies, short paper. ACM ICPS, Graz, Austria, 2011.
  • [ BibTeX ]
  @inproceedings{BR:CI:11, address = {Graz, Austria}, author = {Baumeister, Joachim and Reutelshoefer, Jochen}, booktitle = {i-KNOW 2011: 11th International Conference on Knowledge Management and Knowledge Technologies, short paper}, keywords = {knowledgeEngineering}, publisher = {ACM ICPS}, title = {Developing Knowledge Systems with Continuous Integration}, year = 2011 }
• 
  Information Extraction from Echocardiography Records. Fette, Georg; Kluegl, Peter; Ertl, Maximilian; Störk, Stefan; Puppe, Frank. In Workshop Notes of the LWA 2011 - Learning, Knowledge, Adaptation. 2011.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{fette2011information, author = {Fette, Georg and Kluegl, Peter and Ertl, Maximilian and Störk, Stefan and Puppe, Frank}, booktitle = {Workshop Notes of the LWA 2011 - Learning, Knowledge, Adaptation}, keywords = {extraction}, title = {Information Extraction from Echocardiography Records}, year = 2011 }
• 
  Anomaly Detection in {DiaFlux} Models. Hatko, Reinhard; Baumeister, Joachim; Meinke, Gritje. In KESE7: 7th Workshop on Knowledge Engineering and Software Engineering. Tenerife, Spain, 2011.
  • [ BibTeX ]
  @inproceedings{HBM:11, address = {Tenerife, Spain}, author = {Hatko, Reinhard and Baumeister, Joachim and Meinke, Gritje}, booktitle = {KESE7: 7th Workshop on Knowledge Engineering and Software Engineering}, keywords = {evaluation}, title = {Anomaly Detection in {DiaFlux} Models}, year = 2011 }
• 
  Modeling Location-Based Profiles of Social Image Media Using Explorative Pattern Mining. Lemmerich, Florian; Atzmueller, Martin. In Privacy, security, risk and trust (passat), 2011 ieee third international conference on and 2011 ieee third international conference on social computing (socialcom), pp. 1356–1363. 2011.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  This paper presents an approach for modeling location-based profiles of social image media based on tagging information and collaborative geo-reference annotations. We utilize pattern mining techniques for obtaining sets of tags that are specific for the specified point, landmark, or region of interest. Next, we show how these candidate patterns can be presented and visualized for interactive exploration using a combination of general pattern mining visualizations and views specialized on geo-referenced tagging data. We present a case study using publicly available data from the Flickr photo sharing application.

  @inproceedings{6113308, abstract = {This paper presents an approach for modeling location-based profiles of social image media based on tagging information and collaborative geo-reference annotations. We utilize pattern mining techniques for obtaining sets of tags that are specific for the specified point, landmark, or region of interest. Next, we show how these candidate patterns can be presented and visualized for interactive exploration using a combination of general pattern mining visualizations and views specialized on geo-referenced tagging data. We present a case study using publicly available data from the Flickr photo sharing application.}, author = {Lemmerich, Florian and Atzmueller, Martin}, booktitle = {Privacy, security, risk and trust (passat), 2011 ieee third international conference on and 2011 ieee third international conference on social computing (socialcom)}, keywords = {application}, pages = {1356 -1363}, title = {Modeling Location-Based Profiles of Social Image Media Using Explorative Pattern Mining}, year = 2011 }
• 
  Privacy-aware spam detection in social bookmarking systems. Navarro Bullock, Beate; Lerch, Hana; Ro\ssnagel, Alexander; Hotho, Andreas; Stumme, Gerd. In Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies, of i-KNOW ’11, pp. 15:1–15:8. ACM, Graz, Austria, 2011.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  With the increased popularity of Web 2.0 services in the last years data privacy has become a major concern for users. The more personal data users reveal, the more difficult it becomes to control its disclosure in the web. However, for Web 2.0 service providers, the data provided by users is a valuable source for offering effective, personalised data mining services. One major application is the detection of spam in social bookmarking systems: in order to prevent a decrease of content quality, providers need to distinguish spammers and exclude them from the system. They thereby experience a conflict of interests: on the one hand, they need to identify spammers based on the information they collect about users, on the other hand, they need to respect privacy concerns and process as few personal data as possible. It would therefore be of tremendous help for system developers and users to know which personal data are needed for spam detection and which can be ignored. In this paper we address these questions by presenting a data privacy aware feature engineering approach. It consists of the design of features for spam classification which are evaluated according to both, performance and privacy conditions. Experiments using data from the social bookmarking system BibSonomy show that both conditions must not exclude each other.

  @inproceedings{bullock2011privacyaware, abstract = {With the increased popularity of Web 2.0 services in the last years data privacy has become a major concern for users. The more personal data users reveal, the more difficult it becomes to control its disclosure in the web. However, for Web 2.0 service providers, the data provided by users is a valuable source for offering effective, personalised data mining services. One major application is the detection of spam in social bookmarking systems: in order to prevent a decrease of content quality, providers need to distinguish spammers and exclude them from the system. They thereby experience a conflict of interests: on the one hand, they need to identify spammers based on the information they collect about users, on the other hand, they need to respect privacy concerns and process as few personal data as possible. It would therefore be of tremendous help for system developers and users to know which personal data are needed for spam detection and which can be ignored. In this paper we address these questions by presenting a data privacy aware feature engineering approach. It consists of the design of features for spam classification which are evaluated according to both, performance and privacy conditions. Experiments using data from the social bookmarking system BibSonomy show that both conditions must not exclude each other.}, address = {New York, NY, USA}, author = {Navarro Bullock, Beate and Lerch, Hana and Ro\ssnagel, Alexander and Hotho, Andreas and Stumme, Gerd}, booktitle = {Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies}, keywords = {classification}, pages = {15:1–15:8}, publisher = {ACM}, series = {i-KNOW '11}, title = {Privacy-aware spam detection in social bookmarking systems}, year = 2011 }
• 
  Engineering Intelligent Systems on the Knowledge Formalization Continuum. Baumeister, Joachim; Reutelshoefer, Jochen; Puppe, Frank. In International Journal of Applied Mathematics and Computer Science (AMCS), 21(1). 2011.
  • [ BibTeX ]
  • [ URL ]
  @article{BRP:AMCS:11, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Puppe, Frank}, journal = {International Journal of Applied Mathematics and Computer Science (AMCS)}, keywords = {wiki}, number = 1, title = {Engineering Intelligent Systems on the Knowledge Formalization Continuum}, volume = 21, year = 2011 }
• 
  Tagging data as implicit feedback for learning-to-rank. Navarro Bullock, Beate; Jäschke, Robert; Hotho, Andreas. In Proceedings of the ACM WebSci’11. 2011.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{bullock2011tagging, author = {Navarro Bullock, Beate and Jäschke, Robert and Hotho, Andreas}, booktitle = {Proceedings of the ACM WebSci'11}, keywords = {logsonomy}, month = {06}, title = {Tagging data as implicit feedback for learning-to-rank}, year = 2011 }
• 
  Clusteralgorithmen für Multisatellitensysteme. Technical Report (Master thesis), . Niebler, Thomas. Master thesis. University of Wuerzburg, 2011, September.
  • [ BibTeX ]
  • [ Download ]
  @mastersthesis{niebler2011clusteralgorithmen, author = {Niebler, Thomas}, keywords = {satellite}, month = {09}, school = {University of Wuerzburg}, title = {Clusteralgorithmen für Multisatellitensysteme}, type = {Publication}, year = 2011 }
• 
  Anomaly Detection in DiaFlux Models. Hatko, Reinhard; Baumeister, Joachim; Meinke, Gritje; Mersmann, Stefan; Puppe, Frank. In KESE7: 7th Workshop on Knowledge Engineering and Software Engineering, San Cristobal de La Laguna, Spain, November 10, 2011, Vol. 805 of CEUR Workshop Proceedings. CEUR-WS.org, Tenerife, Spain, 2011.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{Hatko2011a, address = {Tenerife, Spain}, author = {Hatko, Reinhard and Baumeister, Joachim and Meinke, Gritje and Mersmann, Stefan and Puppe, Frank}, booktitle = {KESE7: 7th Workshop on Knowledge Engineering and Software Engineering, San Cristobal de La Laguna, Spain, November 10, 2011}, keywords = {guideline}, month = 11, publisher = {CEUR-WS.org}, series = {CEUR Workshop Proceedings}, title = {Anomaly Detection in DiaFlux Models}, volume = 805, year = 2011 }

• 
  Knowledge System Prototyping for Usability Engineering. Freiberg, Martina; Mitlmeier, Johannes; Baumeister, Joachim; Puppe, Frank. In Proceedings of the LWA-2010 (Special Track on Knowledge Management). 2010.
  • [ BibTeX ]
  @inproceedings{Freiberg2010b, author = {Freiberg, Martina and Mitlmeier, Johannes and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proceedings of the LWA-2010 (Special Track on Knowledge Management)}, keywords = {interface}, title = {Knowledge System Prototyping for Usability Engineering}, year = 2010 }
• 
  Knowledge System Prototyping for Usability Engineering. Freiberg, Martina; Mitlmeier, Johannes; Baumeister, Joachim; Puppe, Frank. In LWA-2010 (Special Track on Knowledge Management). 2010.
  • [ BibTeX ]
  @inproceedings{freiberg2012knowledge, author = {Freiberg, Martina and Mitlmeier, Johannes and Baumeister, Joachim and Puppe, Frank}, booktitle = {LWA-2010 (Special Track on Knowledge Management)}, keywords = {System}, title = {Knowledge System Prototyping for Usability Engineering}, year = 2010 }
• 
  Advanced Empirical Testing. Baumeister, Joachim. In Knowledge-Based Systems, in press. 2010.
  • [ BibTeX ]
  @article{Bau:KBS:10, author = {Baumeister, Joachim}, journal = {Knowledge-Based Systems}, keywords = {validation}, title = {Advanced Empirical Testing}, volume = {in press}, year = 2010 }
• 
  Towards Meta-Engineering for Semantic Wikis. Reutelshoefer, Jochen; Baumeister, Joachim; Puppe, Frank. In 5th Workshop on Semantic Wikis: Linking Data and People (SemWiki2010). 2010.
  • [ BibTeX ]
  @inproceedings{RBP:SemWiki:10, author = {Reutelshoefer, Jochen and Baumeister, Joachim and Puppe, Frank}, booktitle = {5th Workshop on Semantic Wikis: Linking Data and People (SemWiki2010)}, keywords = {wiki}, title = {Towards Meta-Engineering for Semantic Wikis}, year = 2010 }
• 
  Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy. Krause, Beate; Lerch, Hana; Hotho, Andreas; Roßnagel, Alexander; Stumme, Gerd. In Informatik-Spektrum, pp. 1–12. Springer, Berlin / Heidelberg, 2010.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Soziale Tagging-Systeme gehören zu den in den vergangenen Jahren entstandenen Web2.0-Systemen. Sie ermöglichen es Anwendern, beliebige Informationen in das Internet einzustellen und untereinander auszutauschen. Je nach Anbieter verlinken Nutzer Videos, Fotos oder Webseiten und beschreiben die eingestellten Medien mit entsprechenden Schlagwörtern (Tags). Die damit einhergehende freiwillige Preisgabe oftmals persönlicher Informationen wirft Fragen im Bereich der informationellen Selbstbestimmung auf. Dieses Grundrecht gewährleistet dem Einzelnen, grundsätzlich selbst über die Preisgabe und Verwendung seiner persönlichen Daten zu bestimmen. Für viele Funktionalitäten, wie beispielsweise Empfehlungsdienste oder die Bereitstellung einer API, ist eine solche Kontrolle allerdings schwierig zu gestalten. Oftmals existieren keine Richtlinien, inwieweit Dienstanbieter und weitere Dritte diese öffentlichen Daten (und weitere Daten, die bei der Nutzung des Systems anfallen) nutzen dürfen. Dieser Artikel diskutiert anhand eines konkreten Systems typische, für den Datenschutz relevante Funktionalitäten und gibt Handlungsanweisungen für eine datenschutzkonforme technische Gestaltung.

  @article{krause2010datenschutz, abstract = {Soziale Tagging-Systeme gehören zu den in den vergangenen Jahren entstandenen Web2.0-Systemen. Sie ermöglichen es Anwendern, beliebige Informationen in das Internet einzustellen und untereinander auszutauschen. Je nach Anbieter verlinken Nutzer Videos, Fotos oder Webseiten und beschreiben die eingestellten Medien mit entsprechenden Schlagwörtern (Tags). Die damit einhergehende freiwillige Preisgabe oftmals persönlicher Informationen wirft Fragen im Bereich der informationellen Selbstbestimmung auf. Dieses Grundrecht gewährleistet dem Einzelnen, grundsätzlich selbst über die Preisgabe und Verwendung seiner persönlichen Daten zu bestimmen. Für viele Funktionalitäten, wie beispielsweise Empfehlungsdienste oder die Bereitstellung einer API, ist eine solche Kontrolle allerdings schwierig zu gestalten. Oftmals existieren keine Richtlinien, inwieweit Dienstanbieter und weitere Dritte diese öffentlichen Daten (und weitere Daten, die bei der Nutzung des Systems anfallen) nutzen dürfen. Dieser Artikel diskutiert anhand eines konkreten Systems typische, für den Datenschutz relevante Funktionalitäten und gibt Handlungsanweisungen für eine datenschutzkonforme technische Gestaltung.}, address = {Berlin / Heidelberg}, author = {Krause, Beate and Lerch, Hana and Hotho, Andreas and Roßnagel, Alexander and Stumme, Gerd}, journal = {Informatik-Spektrum}, keywords = {bibsonomy}, pages = {1-12}, publisher = {Springer}, title = {Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy}, year = 2010 }
• 
  Local Adaptive Extraction of References. Kluegl, Peter; Hotho, Andreas; Puppe, Frank. In KI 2010: Advances in Artificial Intelligence, 33rd Annual German Conference on AI, of LNAI 6359, R. Dillmann, J. Beyerer, U. D. Hanebeck, T. Schultz (eds.), pp. 40–47. Springer, 2010.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  The accurate extraction of scholarly reference information from scientific publications is essential for many useful applications like BibTeX management systems or citation analysis. Automatic extraction methods suffer from the heterogeneity of reference notation, no matter wether the extraction model was handcrafted or learnt from labeled data. However, references of the same paper or journal are usually homogeneous. We exploit this local consistency with a novel approach. Given some initial information from such a reference section, we try to derived generalized patterns. These patterns are used to create a local model of the current document. The local model helps to identify errors and to improve the extracted information incrementally during the extraction process. Our approach is implemented with handcrafted transformation rules working on a meta-level being able to correct the information independent of the applied layout style. The experimental results compete very well with the state of the art methods and show an extremely high performance on consistent reference sections.

  @inproceedings{2010-KI-KHP, abstract = {The accurate extraction of scholarly reference information from scientific publications is essential for many useful applications like BibTeX management systems or citation analysis. Automatic extraction methods suffer from the heterogeneity of reference notation, no matter wether the extraction model was handcrafted or learnt from labeled data. However, references of the same paper or journal are usually homogeneous. We exploit this local consistency with a novel approach. Given some initial information from such a reference section, we try to derived generalized patterns. These patterns are used to create a local model of the current document. The local model helps to identify errors and to improve the extracted information incrementally during the extraction process. Our approach is implemented with handcrafted transformation rules working on a meta-level being able to correct the information independent of the applied layout style. The experimental results compete very well with the state of the art methods and show an extremely high performance on consistent reference sections.}, author = {Kluegl, Peter and Hotho, Andreas and Puppe, Frank}, booktitle = {KI 2010: Advances in Artificial Intelligence, 33rd Annual German Conference on AI}, editor = {Dillmann, Rüdiger and Beyerer, Jürgen and Hanebeck, Uwe D. and Schultz, Tanja}, keywords = {local}, pages = {40-47}, publisher = {Springer}, series = {LNAI 6359}, title = {Local Adaptive Extraction of References}, year = 2010 }
• 
  Anomalies in ontologies with rules. Baumeister, Joachim; Seipel, Dietmar. In Web Semantics: Science, Services and Agents on the World Wide Web, 8(1), pp. 55–68. Elsevier, 2010.
  • [ BibTeX ]
  • [ URL ]
  @article{BS:WebSem:10, author = {Baumeister, Joachim and Seipel, Dietmar}, journal = {Web Semantics: Science, Services and Agents on the World Wide Web}, keywords = {verification}, number = 1, pages = {55-68}, publisher = {Elsevier}, title = {Anomalies in ontologies with rules}, volume = 8, year = 2010 }
• 
  Interaction Pattern Categories---Pragmatic Engineering of Knowledge-Based Systems. Freiberg, Martina; Baumeister, Joachim; Puppe, Frank. In Proceedings of the 6th Workshop on Knowledge Engineering and Software Engineering (KESE-2010) at the 33rd German Conference on Artificial Intelligence. 2010.
  • [ BibTeX ]
  @inproceedings{Freiberg2010a, author = {Freiberg, Martina and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proceedings of the 6th Workshop on Knowledge Engineering and Software Engineering (KESE-2010) at the 33rd German Conference on Artificial Intelligence}, keywords = {interface}, title = {Interaction Pattern Categories—Pragmatic Engineering of Knowledge-Based Systems}, year = 2010 }
• 
  Taking {OWL} to {Athens} -- {Semantic Web} Technology takes Ancient Greek History to Students. Reutelshoefer, Jochen; Lemmerich, Florian; Baumeister, Joachim; Wintjes, Jorit; Haas, Lorenz. In ESWC’10: Proceedings of the 7th Extended Semantic Web Conference, pp. 333–347. Springer, 2010.
  • [ BibTeX ]
  @inproceedings{RLB:10, author = {Reutelshoefer, Jochen and Lemmerich, Florian and Baumeister, Joachim and Wintjes, Jorit and Haas, Lorenz}, booktitle = {ESWC'10: Proceedings of the 7th Extended Semantic Web Conference}, keywords = {wiki}, number = {Part 1}, pages = {333-347}, publisher = {Springer}, title = {Taking {OWL} to {Athens} – {Semantic Web} Technology takes Ancient Greek History to Students}, year = 2010 }
• 
  The social bookmark and publication management system bibsonomy. Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Mitzlaff, Folke; Schmitz, Christoph; Stumme, Gerd. In The VLDB Journal, 19(6), pp. 849–875. Springer, Berlin / Heidelberg, 2010.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Social resource sharing systems are central elements of the Web 2.0 and use the same kind of lightweight knowledge representation, called folksonomy. Their large user communities and ever-growing networks of user-generated content have made them an attractive object of investigation for researchers from different disciplines like Social Network Analysis, Data Mining, Information Retrieval or Knowledge Discovery. In this paper, we summarize and extend our work on different aspects of this branch of Web 2.0 research, demonstrated and evaluated within our own social bookmark and publication sharing system BibSonomy, which is currently among the three most popular systems of its kind. We structure this presentation along the different interaction phases of a user with our system, coupling the relevant research questions of each phase with the corresponding implementation issues. This approach reveals in a systematic fashion important aspects and results of the broad bandwidth of folksonomy research like capturing of emergent semantics, spam detection, ranking algorithms, analogies to search engine log data, personalized tag recommendations and information extraction techniques. We conclude that when integrating a real-life application like BibSonomy into research, certain constraints have to be considered; but in general, the tight interplay between our scientific work and the running system has made BibSonomy a valuable platform for demonstrating and evaluating Web 2.0 research.

  @article{benz2010social, abstract = {Social resource sharing systems are central elements of the Web 2.0 and use the same kind of lightweight knowledge representation, called folksonomy. Their large user communities and ever-growing networks of user-generated content have made them an attractive object of investigation for researchers from different disciplines like Social Network Analysis, Data Mining, Information Retrieval or Knowledge Discovery. In this paper, we summarize and extend our work on different aspects of this branch of Web 2.0 research, demonstrated and evaluated within our own social bookmark and publication sharing system BibSonomy, which is currently among the three most popular systems of its kind. We structure this presentation along the different interaction phases of a user with our system, coupling the relevant research questions of each phase with the corresponding implementation issues. This approach reveals in a systematic fashion important aspects and results of the broad bandwidth of folksonomy research like capturing of emergent semantics, spam detection, ranking algorithms, analogies to search engine log data, personalized tag recommendations and information extraction techniques. We conclude that when integrating a real-life application like BibSonomy into research, certain constraints have to be considered; but in general, the tight interplay between our scientific work and the running system has made BibSonomy a valuable platform for demonstrating and evaluating Web 2.0 research.}, address = {Berlin / Heidelberg}, author = {Benz, Dominik and Hotho, Andreas and Jäschke, Robert and Krause, Beate and Mitzlaff, Folke and Schmitz, Christoph and Stumme, Gerd}, journal = {The VLDB Journal}, keywords = {research}, pages = {849-875}, publisher = {Springer}, title = {The social bookmark and publication management system bibsonomy}, volume = 19, year = 2010 }
• 
  Modeling of Diagnostic Guideline Knowledge in Semantic Wikis. Hatko, Reinhard; Reutelshoefer, Jochen; Baumeister, Joachim; Puppe, Frank. In Proceedings of the LWA-2010 (Special Track on Knowledge Management). 2010.
  • [ BibTeX ]
  @inproceedings{Hatko2010a, author = {Hatko, Reinhard and Reutelshoefer, Jochen and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proceedings of the LWA-2010 (Special Track on Knowledge Management)}, keywords = {knowledge}, title = {Modeling of Diagnostic Guideline Knowledge in Semantic Wikis}, year = 2010 }
• 
  Taking {OWL} to {Athens} -- {Semantic Web} Technology takes Ancient Greek History to Students. Reutelshoefer, Jochen; Lemmerich, Florian; Baumeister, Joachim; Wintjes, Jorit; Haas, Lorenz. In ESWC’10: Proceedings of the 7th Extended Semantic Web Conference, pp. 333–347. Springer, 2010.
  • [ BibTeX ]
  @inproceedings{RLB:10, author = {Reutelshoefer, Jochen and Lemmerich, Florian and Baumeister, Joachim and Wintjes, Jorit and Haas, Lorenz}, booktitle = {ESWC'10: Proceedings of the 7th Extended Semantic Web Conference}, keywords = {wiki}, number = {Part 1}, pages = {333-347}, publisher = {Springer}, title = {Taking {OWL} to {Athens} – {Semantic Web} Technology takes Ancient Greek History to Students}, year = 2010 }
• 
  A Semantic Wiki for the Engineering of Diagnostic Guideline Knowledge. Hatko, Reinhard; Reutelshoefer, Jochen; Baumeister, Joachim; Puppe, Frank. In Proceedings of the EKAW2010 Poster and Demo Track. 2010.
  • [ BibTeX ]
  @inproceedings{Hatko2010, author = {Hatko, Reinhard and Reutelshoefer, Jochen and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proceedings of the EKAW2010 Poster and Demo Track}, keywords = {diagnostic}, title = {A Semantic Wiki for the Engineering of Diagnostic Guideline Knowledge}, year = 2010 }
• 
  Interaction Pattern Categories---Pragmatic Engineering of Knowledge-Based Systems. Freiberg, Martina; Baumeister, Joachim; Puppe, Frank. In Proceedings of the 6th Workshop on Knowledge Engineering and Software Engineering (KESE-2010) at the 33rd German Conference on Artificial Intelligence. 2010.
  • [ BibTeX ]
  @inproceedings{Freiberg2010a, author = {Freiberg, Martina and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proceedings of the 6th Workshop on Knowledge Engineering and Software Engineering (KESE-2010) at the 33rd German Conference on Artificial Intelligence}, keywords = {interface}, title = {Interaction Pattern Categories—Pragmatic Engineering of Knowledge-Based Systems}, year = 2010 }
• 
  A Semantic Wiki for the Engineering of Diagnostic Guideline Knowledge. Hatko, Reinhard; Reutelshoefer, Jochen; Baumeister, Joachim; Puppe, Frank. In Poster at the 17th International Conference on Knowledge Engineering and Knowledge Management (EKAW). 2010.
  • [ BibTeX ]
  @inproceedings{HRBP:EKAW10, author = {Hatko, Reinhard and Reutelshoefer, Jochen and Baumeister, Joachim and Puppe, Frank}, booktitle = {Poster at the 17th International Conference on Knowledge Engineering and Knowledge Management (EKAW)}, keywords = {wiki}, title = {A Semantic Wiki for the Engineering of Diagnostic Guideline Knowledge}, year = 2010 }
• 
  Query Logs as Folksonomies. Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Stumme, Gerd. In Datenbank-Spektrum, 10(1), pp. 15–24. 2010.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Query logs provide a valuable resource for preference information in search. A user clicking on a specific resource after submitting a query indicates that the resource has some relevance with respect to the query. To leverage the information ofquery logs, one can relate submitted queries from specific users to their clicked resources and build a tripartite graph ofusers, resources and queries. This graph resembles the folksonomy structure of social bookmarking systems, where users addtags to resources. In this article, we summarize our work on building folksonomies from query log files. The focus is on threecomparative studies of the system’s content, structure and semantics. Our results show that query logs incorporate typicalfolksonomy properties and that approaches to leverage the inherent semantics of folksonomies can be applied to query logsas well.

  @article{benz2010query, abstract = {Query logs provide a valuable resource for preference information in search. A user clicking on a specific resource after submitting a query indicates that the resource has some relevance with respect to the query. To leverage the information ofquery logs, one can relate submitted queries from specific users to their clicked resources and build a tripartite graph ofusers, resources and queries. This graph resembles the folksonomy structure of social bookmarking systems, where users addtags to resources. In this article, we summarize our work on building folksonomies from query log files. The focus is on threecomparative studies of the system’s content, structure and semantics. Our results show that query logs incorporate typicalfolksonomy properties and that approaches to leverage the inherent semantics of folksonomies can be applied to query logsas well.}, author = {Benz, Dominik and Hotho, Andreas and Jäschke, Robert and Krause, Beate and Stumme, Gerd}, journal = {Datenbank-Spektrum}, keywords = {folsonomy}, month = {06}, number = 1, pages = {15–24}, title = {Query Logs as Folksonomies}, volume = 10, year = 2010 }
• 
  {Publikationsmanagement mit BibSonomy -- ein Social-Bookmarking-System f{ü}r Wissenschaftler}. Hotho, Andreas; Benz, Dominik; Eisterlehner, Folke; J{ä}schke, Robert; Krause, Beate; Schmitz, Christoph; Stumme, Gerd. In HMD -- Praxis der Wirtschaftsinformatik, Heft 271, pp. 47–58. 2010.
  • [ Abstract ]
  • [ BibTeX ]
  Kooperative Verschlagwortungs- bzw. Social-Bookmarking-Systeme wie Delicious, Mister Wong oder auch unser eigenes System BibSonomy erfreuen sich immer gr{ö}ßerer Beliebtheit und bilden einen zentralen Bestandteil des heutigen Web 2.0. In solchen Systemen erstellen Nutzer leichtgewichtige Begriffssysteme, sogenannte Folksonomies, die die Nutzerdaten strukturieren. Die einfache Bedienbarkeit, die Allgegenw{ä}rtigkeit, die st{ä}ndige Verf{ü}gbarkeit, aber auch die M{ö}glichkeit, Gleichgesinnte spontan in solchen Systemen zu entdecken oder sie schlicht als Informationsquelle zu nutzen, sind Gr{ü}nde f{ü}r ihren gegenw{ä}rtigen Erfolg. Der Artikel f{ü}hrt den Begriff Social Bookmarking ein und diskutiert zentrale Elemente (wie Browsing und Suche) am Beispiel von BibSonomy anhand typischer Arbeitsabl{ä}ufe eines Wissenschaftlers. Wir beschreiben die Architektur von BibSonomy sowie Wege der Integration und Vernetzung von BibSonomy mit Content-Management-Systemen und Webauftritten. Der Artikel schließt mit Querbez{ü}gen zu aktuellen Forschungsfragen im Bereich Social Bookmarking.

  @article{HothoBenzEtAl10hmd, abstract = {Kooperative Verschlagwortungs- bzw. Social-Bookmarking-Systeme wie Delicious, Mister Wong oder auch unser eigenes System BibSonomy erfreuen sich immer gr{\"o}{\ss}erer Beliebtheit und bilden einen zentralen Bestandteil des heutigen Web 2.0. In solchen Systemen erstellen Nutzer leichtgewichtige Begriffssysteme, sogenannte Folksonomies, die die Nutzerdaten strukturieren. Die einfache Bedienbarkeit, die Allgegenw{\"a}rtigkeit, die st{\"a}ndige Verf{\"u}gbarkeit, aber auch die M{\"o}glichkeit, Gleichgesinnte spontan in solchen Systemen zu entdecken oder sie schlicht als Informationsquelle zu nutzen, sind Gr{\"u}nde f{\"u}r ihren gegenw{\"a}rtigen Erfolg. Der Artikel f{\"u}hrt den Begriff Social Bookmarking ein und diskutiert zentrale Elemente (wie Browsing und Suche) am Beispiel von BibSonomy anhand typischer Arbeitsabl{\"a}ufe eines Wissenschaftlers. Wir beschreiben die Architektur von BibSonomy sowie Wege der Integration und Vernetzung von BibSonomy mit Content-Management-Systemen und Webauftritten. Der Artikel schlie{\ss}t mit Querbez{\"u}gen zu aktuellen Forschungsfragen im Bereich Social Bookmarking.}, author = {Hotho, Andreas and Benz, Dominik and Eisterlehner, Folke and J{\"a}schke, Robert and Krause, Beate and Schmitz, Christoph and Stumme, Gerd}, journal = {HMD – Praxis der Wirtschaftsinformatik}, keywords = {social-bookmarking}, month = {02}, pages = {47-58}, title = {{Publikationsmanagement mit BibSonomy – ein Social-Bookmarking-System f{\"u}r Wissenschaftler}}, volume = {Heft 271}, year = 2010 }
• 
  Intelligent scientific authoring tools: interactive data mining for constructive uses of citation networks. Berendt, Bettina; Krause, Beate; Kolbe-Nusser, Sebastian. In Information Processing \& Management, 46(1), pp. 1–10. 2010.
  • [ BibTeX ]
  • [ URL ]
  @article{berendt2009authoring, author = {Berendt, Bettina and Krause, Beate and Kolbe-Nusser, Sebastian}, journal = {Information Processing \& Management}, keywords = 2010, month = {01}, number = 1, pages = {1–10}, title = {Intelligent scientific authoring tools: interactive data mining for constructive uses of citation networks}, volume = 46, year = 2010 }
• 
  Conditional Random Fields for Local Adaptive Reference Extraction. Toepfer, Martin; Kluegl, Peter; Hotho, Andreas; Puppe, Frank. In Workshop on Knowledge Discovery, Data Mining, Machine Learning (KDML 2010). 2010.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  The accurate extraction of bibliographic information from scientific publications is an active field of research. Machine learning, especially sequence labeling approaches like Conditional Random Fields (CRF), are often applied for this reference extraction task, but still suffer from the ambiguity of reference notation. Reference sections apply a predefined style guide and contain only homogeneous references. Therefore, other references of the same paper or journal often can provide evidence how the fields of a reference are correctly labeled. We propose a novel approach that exploits the similarities within a document. Our process model uses information of unlabeled documents directly during the extraction task in order to automatically adapt to the perceived style guide. This is implemented by changing the manifestation of the features for the applied CRF. The experimental results show considerable improvements compared to the common approach. We achieve an average F1 score of 96.7% and an instance accuracy of 85.4% on the test data set.

  @inproceedings{2010-LWA-TKHP, abstract = {The accurate extraction of bibliographic information from scientific publications is an active field of research. Machine learning, especially sequence labeling approaches like Conditional Random Fields (CRF), are often applied for this reference extraction task, but still suffer from the ambiguity of reference notation. Reference sections apply a predefined style guide and contain only homogeneous references. Therefore, other references of the same paper or journal often can provide evidence how the fields of a reference are correctly labeled. We propose a novel approach that exploits the similarities within a document. Our process model uses information of unlabeled documents directly during the extraction task in order to automatically adapt to the perceived style guide. This is implemented by changing the manifestation of the features for the applied CRF. The experimental results show considerable improvements compared to the common approach. We achieve an average F1 score of 96.7% and an instance accuracy of 85.4% on the test data set.}, author = {Toepfer, Martin and Kluegl, Peter and Hotho, Andreas and Puppe, Frank}, booktitle = {Workshop on Knowledge Discovery, Data Mining, Machine Learning (KDML 2010)}, keywords = {fields}, title = {Conditional Random Fields for Local Adaptive Reference Extraction}, year = 2010 }
• 
  Fast Discovery of Relevant Subgroup Patterns. Lemmerich, Florian; Rohlfs, Mathias; Atzmueller, Martin. In Proc. 23rd FLAIRS Conference. 2010.
  • [ BibTeX ]
  @inproceedings{LA:10, author = {Lemmerich, Florian and Rohlfs, Mathias and Atzmueller, Martin}, booktitle = {Proc. 23rd FLAIRS Conference}, keywords = {relevancy}, title = {Fast Discovery of Relevant Subgroup Patterns}, year = 2010 }
• 
  Modelling of Diagnostic Guideline Knowledge in Semantic Wikis. Hatko, Reinhard; Reutelshoefer, Jochen; Baumeister, Joachim; Puppe, Frank. In Proceedings of the Workshop on Open Knowledge Models (OKM-2010) at the 17th International Conference on Knowledge Engineering and Knowledge Management (EKAW). 2010.
  • [ BibTeX ]
  @inproceedings{HRBP:OKM10, author = {Hatko, Reinhard and Reutelshoefer, Jochen and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proceedings of the Workshop on Open Knowledge Models (OKM-2010) at the 17th International Conference on Knowledge Engineering and Knowledge Management (EKAW)}, keywords = {wiki}, title = {Modelling of Diagnostic Guideline Knowledge in Semantic Wikis}, year = 2010 }
• 
  Identification of potential substances of very high concern (SVHC) under environment protection considerations using knowledge engineering strategies. Neumann, Michael; Baumeister, Joachim. In Proceedings of SETAC Europe 24.-28. May 2010, Sevilla, Spain. 2010.
  • [ BibTeX ]
  @inproceedings{NB:WISEC:10, author = {Neumann, Michael and Baumeister, Joachim}, booktitle = {Proceedings of SETAC Europe 24.-28. May 2010, Sevilla, Spain}, keywords = {wiki}, title = {Identification of potential substances of very high concern (SVHC) under environment protection considerations using knowledge engineering strategies}, year = 2010 }
• 
  Social Bookmarking-Systeme – die unerkannten Datensammler - Ungewollte personenbezogene Datenverabeitung?. Lerch, Hana; Krause, Beate; Hotho, Andreas; Roßnagel, Alexander; Stumme, Gerd. In MultiMedia und Recht, 7, pp. 454–458. 2010.
  • [ BibTeX ]
  @article{lerch2010datenschutz, author = {Lerch, Hana and Krause, Beate and Hotho, Andreas and Roßnagel, Alexander and Stumme, Gerd}, journal = {MultiMedia und Recht}, keywords = {social-bookmarking}, pages = {454-458}, title = {Social Bookmarking-Systeme – die unerkannten Datensammler - Ungewollte personenbezogene Datenverabeitung?}, volume = 7, year = 2010 }
• 
  Conditional Random Fields For Local Adaptive Reference Extraction. Toepfer, Martin; Kluegl, Peter; Hotho, Andreas; Puppe., Frank. In Proceedings of LWA2010 - Workshop-Woche: Lernen, Wissen {\&} Adaptivitaet, M. Atzmüller, D. Benz, A. Hotho, G. Stumme (eds.). Kassel, Germany, 2010.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  The accurate extraction of bibliographic information from scientific publications is an active field of research. Machine learning and sequence labeling approaches like Conditional Random Fields (CRF) are often applied for this reference extraction task, but still suffer from the ambiguity of reference notation. Reference sections apply a predefined style guide and contain only homogeneous references. Therefore, other references of the same paper or journal often provide evidence how the fields of a reference are correctly labeled. We propose a novel approach that exploits the similarities within a document. Our process model uses information of unlabeled documents directly during the extraction task in order to automatically adapt to the perceived style guide. This is implemented by changing the manifestation of the features for the applied CRF. The experimental results show considerable improvements compared to the common approach. We achieve an average F1 score of 96.7% and an instance accuracy of 85.4% on the test data set.

  @inproceedings{kdml21, abstract = {The accurate extraction of bibliographic information from scientific publications is an active field of research. Machine learning and sequence labeling approaches like Conditional Random Fields (CRF) are often applied for this reference extraction task, but still suffer from the ambiguity of reference notation. Reference sections apply a predefined style guide and contain only homogeneous references. Therefore, other references of the same paper or journal often provide evidence how the fields of a reference are correctly labeled. We propose a novel approach that exploits the similarities within a document. Our process model uses information of unlabeled documents directly during the extraction task in order to automatically adapt to the perceived style guide. This is implemented by changing the manifestation of the features for the applied CRF. The experimental results show considerable improvements compared to the common approach. We achieve an average F1 score of 96.7% and an instance accuracy of 85.4% on the test data set.}, address = {Kassel, Germany}, author = {Toepfer, Martin and Kluegl, Peter and Hotho, Andreas and Puppe., Frank}, booktitle = {Proceedings of LWA2010 - Workshop-Woche: Lernen, Wissen {\&} Adaptivitaet}, crossref = {lwa2010}, editor = {Atzmüller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd}, keywords = {myown}, title = {Conditional Random Fields For Local Adaptive Reference Extraction}, year = 2010 }
• 
  Modeling of Diagnostic Guideline Knowledge in Semantic Wikis. Hatko, Reinhard; Reutelshoefer, Jochen; Baumeister, Joachim; Puppe, Frank. In Proceedings of the Workshop on Open Knowledge Models (OKM-2010) at the 17th International Conference on Knowledge Engineering and Knowledge Management (EKAW). 2010.
  • [ BibTeX ]
  @inproceedings{Hatko2010b, author = {Hatko, Reinhard and Reutelshoefer, Jochen and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proceedings of the Workshop on Open Knowledge Models (OKM-2010) at the 17th International Conference on Knowledge Engineering and Knowledge Management (EKAW)}, keywords = {knowledge}, title = {Modeling of Diagnostic Guideline Knowledge in Semantic Wikis}, year = 2010 }
• 
  Modeling of Diagnostic Guideline Knowledge in Semantic Wikis. Hatko, Reinhard; Reutelshoefer, Jochen; Baumeister, Joachim; Puppe, Frank. In Proceedings of the Workshop on Open Knowledge Models (OKM-2010) at the 17th International Conference on Knowledge Engineering and Knowledge Management (EKAW). 2010.
  • [ BibTeX ]
  @inproceedings{Hatko2010b, author = {Hatko, Reinhard and Reutelshoefer, Jochen and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proceedings of the Workshop on Open Knowledge Models (OKM-2010) at the 17th International Conference on Knowledge Engineering and Knowledge Management (EKAW)}, keywords = {knowledge}, title = {Modeling of Diagnostic Guideline Knowledge in Semantic Wikis}, year = 2010 }

• 
  Continuous Knowledge Engineering with {Semantic Wikis}. Baumeister, Joachim; Reutelshoefer, Jochen; Puppe, Frank. In CMS’09: Proceedings of 7th Conference on Computer Methods and Systems. 2009 (to appear).
  • [ BibTeX ]
  @inproceedings{BRP:KEIS:09, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Puppe, Frank}, booktitle = {CMS'09: Proceedings of 7th Conference on Computer Methods and Systems}, keywords = {sys:relevantFor:uniwue_info6}, title = {Continuous Knowledge Engineering with {Semantic Wikis}}, year = {2009 (to appear)} }

• 
  Meta-level Information Extraction. Klügl, Peter; Atzmueller, Martin; Puppe, Frank. In KI, Vol. 5803 of Lecture Notes in Computer Science, B. Mertsching, M. Hund, M. Z. Aziz (eds.), pp. 233–240. Springer, 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/ki/KluglAP09, author = {Klügl, Peter and Atzmueller, Martin and Puppe, Frank}, booktitle = {KI}, crossref = {conf/ki/2009}, editor = {Mertsching, Bärbel and Hund, Marcus and Aziz, Muhammad Zaheer}, keywords = {extraction}, pages = {233-240}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Meta-level Information Extraction.}, volume = 5803, year = 2009 }
• 
  Social Bookmarking am Beispiel BibSonomy. Hotho, Andreas; Jäschke, Robert; Benz, Dominik; Grahl, Miranda; Krause, Beate; Schmitz, Christoph; Stumme, Gerd. In Social Semantic Web, A. Blumauer, T. Pellegrini (eds.), pp. 363–391. Springer, Berlin, Heidelberg, 2009.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  BibSonomy ist ein kooperatives Verschlagwortungssystem (Social Bookmarking System), betrieben vom Fachgebiet Wissensverarbeitung der Universit{ä}t Kassel. Es erlaubt das Speichern und Organisieren von Web-Lesezeichen und Metadaten für wissenschaftlichePublikationen. In diesem Beitrag beschreiben wir die von BibSonomy bereitgestellte Funktionalit{ä}t, die dahinter stehende Architektursowie das zugrunde liegende Datenmodell. Ferner erläutern wir Anwendungsbeispiele und gehen auf Methoden zur Analyse der in BibSonomy und ähnlichen Systemen enthaltenen Daten ein.

  @incollection{hotho2008social, abstract = {BibSonomy ist ein kooperatives Verschlagwortungssystem (Social Bookmarking System), betrieben vom Fachgebiet Wissensverarbeitung der Universit{\"a}t Kassel. Es erlaubt das Speichern und Organisieren von Web-Lesezeichen und Metadaten für wissenschaftlichePublikationen. In diesem Beitrag beschreiben wir die von BibSonomy bereitgestellte Funktionalit{\"a}t, die dahinter stehende Architektursowie das zugrunde liegende Datenmodell. Ferner erläutern wir Anwendungsbeispiele und gehen auf Methoden zur Analyse der in BibSonomy und ähnlichen Systemen enthaltenen Daten ein.}, address = {Berlin, Heidelberg}, author = {Hotho, Andreas and Jäschke, Robert and Benz, Dominik and Grahl, Miranda and Krause, Beate and Schmitz, Christoph and Stumme, Gerd}, booktitle = {Social Semantic Web}, chapter = 18, editor = {Blumauer, Andreas and Pellegrini, Tassilo}, keywords = {bibsonomy}, pages = {363–391}, publisher = {Springer}, series = {X.media.press}, title = {Social Bookmarking am Beispiel BibSonomy}, year = 2009 }
• 
  Agile Development of Rule Systems. Baumeister, Joachim; Seipel, Dietmar; Puppe, Frank. In Handbook of Research on Emerging Rule-Based Languages and Technologies: Open Solutions and Approaches, Giurca, Gasevic, Taveter (eds.). IGI Publishing, 2009.
  • [ BibTeX ]
  • [ URL ]
  @incollection{BSP:09, author = {Baumeister, Joachim and Seipel, Dietmar and Puppe, Frank}, booktitle = {Handbook of Research on Emerging Rule-Based Languages and Technologies: Open Solutions and Approaches}, chapter = 11, editor = {Giurca and Gasevic and Taveter}, keywords = {agile}, publisher = {IGI Publishing}, title = {Agile Development of Rule Systems}, year = 2009 }
• 
  Engineering on the Knowledge Formalization Continuum. Baumeister, Joachim; Reutelshoefer, Jochen; Puppe, Frank. In SemWiki’09: Proceedings of 4th Semantic Wiki workshop. 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BRP:09, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Puppe, Frank}, booktitle = {SemWiki'09: Proceedings of 4th Semantic Wiki workshop}, keywords = {wiki}, title = {Engineering on the Knowledge Formalization Continuum}, year = 2009 }
• 
  A Framework for Semi-Automatic Development of Rule-based Information Extraction Applications. Kluegl, Peter; Atzmueller, Martin; Hermann, Tobias; Puppe, Frank. In Proc. LWA 2009 (KDML - Special Track on Knowledge Discovery and Machine Learning), M. H. und Frederik Janssen (ed.), pp. 56–59. 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{2009:LWA:KAHP:TextRuler, author = {Kluegl, Peter and Atzmueller, Martin and Hermann, Tobias and Puppe, Frank}, booktitle = {Proc. LWA 2009 (KDML - Special Track on Knowledge Discovery and Machine Learning)}, editor = {und Frederik Janssen, Melanie Hartmann}, keywords = {rule}, pages = {56-59}, title = {A Framework for Semi-Automatic Development of Rule-based Information Extraction Applications}, year = 2009 }
• 
  Semantische Wikis. Schaffert, Sebastian; Bry, François; Baumeister, Joachim; Kiesel, Malte. In Social Semantic Web, T. Pellegrini, A. Blumauer (eds.), pp. 245–258. Springer, 2009.
  • [ BibTeX ]
  @inbook{schaffert09semwikia, author = {Schaffert, Sebastian and Bry, François and Baumeister, Joachim and Kiesel, Malte}, booktitle = {Social Semantic Web}, editor = {Pellegrini, Tassilo and Blumauer, Andreas}, keywords = {wiki}, pages = {245-258}, publisher = {Springer}, title = {Semantische Wikis}, year = 2009 }
• 
  TextMarker: A Tool for Rule-Based Information Extraction. Kluegl, Peter; Atzmueller, Martin; Puppe, Frank. In Proc. Unstructured Information Management Architecture (UIMA), 2nd UIMA@GSCL Workshop, 2009 Conference of the GSCL (Gesellschaft für Sprachtechnologie und Computerlinguistik). 2009.
  • [ BibTeX ]
  @inproceedings{KAP:09d, author = {Kluegl, Peter and Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. Unstructured Information Management Architecture (UIMA), 2nd UIMA@GSCL Workshop, 2009 Conference of the GSCL (Gesellschaft für Sprachtechnologie und Computerlinguistik)}, keywords = {text}, title = {TextMarker: A Tool for Rule-Based Information Extraction}, year = 2009 }
• 
  {Knowta: Wiki-Enabled Social Tagging for Collaborative Knowledge and Experience Management}. Atzmueller, Martin; Haupt, Fabian; Beer, Stephanie; Puppe, Frank. In Proc. 2nd International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS2009), Vol. 545 of CEUR-WS, pp. 1–12. Krakow, Poland, 2009.
  • [ BibTeX ]
  @inproceedings{AHBP:09, address = {Krakow, Poland}, author = {Atzmueller, Martin and Haupt, Fabian and Beer, Stephanie and Puppe, Frank}, booktitle = {Proc. 2nd International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS2009)}, keywords = {discovery}, pages = {1–12}, series = {CEUR-WS}, title = {{Knowta: Wiki-Enabled Social Tagging for Collaborative Knowledge and Experience Management}}, volume = 545, year = 2009 }
• 
  Continuous Knowledge Engineering with {Semantic Wikis}. Baumeister, Joachim; Reutelshoefer, Jochen; Puppe, Frank. In CMS’09: Proceedings of 7th Conference on Computer Methods and Systems (Knowledge Engineering and Intelligent Systems), pp. 163–168. Oprogramowanie Naukowo-Techniczne, 2009.
  • [ BibTeX ]
  @inproceedings{BRP:KEIS:09, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Puppe, Frank}, booktitle = {CMS'09: Proceedings of 7th Conference on Computer Methods and Systems (Knowledge Engineering and Intelligent Systems)}, keywords = {wiki}, pages = {163-168}, publisher = {Oprogramowanie Naukowo-Techniczne}, title = {Continuous Knowledge Engineering with {Semantic Wikis}}, year = 2009 }
• 
  An Extensible Architecture for Wiki-Enabled Semantic Data Mining. Atzmueller, Martin; Lemmerich, Florian; Reutelshoefer, Jochen; Puppe, Frank. In Technical Report, Vol. 463. University of Wuerzburg, 2009.
  • [ BibTeX ]
  @inproceedings{ALRP:09b, author = {Atzmueller, Martin and Lemmerich, Florian and Reutelshoefer, Jochen and Puppe, Frank}, booktitle = {Technical Report}, keywords = {architecture}, publisher = {University of Wuerzburg}, title = {An Extensible Architecture for Wiki-Enabled Semantic Data Mining}, volume = 463, year = 2009 }
• 
  Modelling Diagnostic Flows in Wikis. Hatko, Reinhard; Belli, Volker; Baumeister, Joachim. In LWA-2009 (Special Track on Knowledge Management). Darmstadt, 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{Hatko2009, address = {Darmstadt}, author = {Hatko, Reinhard and Belli, Volker and Baumeister, Joachim}, booktitle = {LWA-2009 (Special Track on Knowledge Management)}, keywords = {wikis}, title = {Modelling Diagnostic Flows in Wikis}, year = 2009 }
• 
  Pain perception and detailed visual pain mapping in breast cancer survivors. Jud, Sebastian M.; Fasching, Peter A.; Maihöfner, Christian; Heusinger, Katharina; Loehberg, Christian R.; Hatko, Reinhard; Rauh, Claudia; Bani, Hiba; Lux, Michael P.; Beckmann, Matthias W.; Bani, Mayada R. In Breast Cancer Research and Treatment, 119(1), pp. 105–110. 2009.
  • [ BibTeX ]
  @article{Jud2009, author = {Jud, Sebastian M. and Fasching, Peter A. and Maihöfner, Christian and Heusinger, Katharina and Loehberg, Christian R. and Hatko, Reinhard and Rauh, Claudia and Bani, Hiba and Lux, Michael P. and Beckmann, Matthias W. and Bani, Mayada R.}, journal = {Breast Cancer Research and Treatment}, keywords = {perception}, number = 1, pages = {105-110}, title = {Pain perception and detailed visual pain mapping in breast cancer survivors}, volume = 119, year = 2009 }
• 
  {Towards Rapid Knowledge Capture using Textual Subgroup Mining for Rule Prototyping}. Atzmueller, Martin; Nalepa, Grzegorz J. In Technical Report 458, Institute of Computer Science, University of Würzburg. 2009.
  • [ BibTeX ]
  @article{AN:09b, author = {Atzmueller, Martin and Nalepa, Grzegorz J.}, journal = {Technical Report 458, Institute of Computer Science, University of Würzburg}, keywords = {experience}, title = {{Towards Rapid Knowledge Capture using Textual Subgroup Mining for Rule Prototyping}}, year = 2009 }
• 
  Towards Understanding Spammers - Discovering Local Patterns for Concept Characterization and Description. Atzmueller, Martin; Lemmerich, Florian; Krause, Beate; Hotho, Andreas. In Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, J. F. A. Knobbe (ed.). 2009.
  • [ BibTeX ]
  @inproceedings{ALKH:09, author = {Atzmueller, Martin and Lemmerich, Florian and Krause, Beate and Hotho, Andreas}, booktitle = {Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases}, editor = {Knobbe, Johannes Fürnkranz Arno}, keywords = {myown}, note = {accepted}, title = {Towards Understanding Spammers - Discovering Local Patterns for Concept Characterization and Description}, year = 2009 }
• 
  {Incorporating Exceptions: Efficient Mining of epsilon-Relevant Subgroup Patterns}. Lemmerich, Florian; Atzmueller, Martin. In Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, J. F. A. Knobbe (ed.). 2009.
  • [ BibTeX ]
  @inproceedings{LA:09, author = {Lemmerich, Florian and Atzmueller, Martin}, booktitle = {Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases}, editor = {Knobbe, Johannes F\"urnkranz Arno}, keywords = {relevancy}, note = {accepted}, title = {{Incorporating Exceptions: Efficient Mining of epsilon-Relevant Subgroup Patterns}}, year = 2009 }
• 
  KESE: 5th Workshop on Knowledge Engineering and Software Engineering. Baumeister, Joachim; Nalepa, Grzegorz J. Workshop notes of 32nd Annual German Conference on Artificial Intelligence (KI-2009), CEUR Proceedings 486, Paderborn, Germany, 2009.
  • [ BibTeX ]
  • [ URL ]
  @proceedings{BN:KESE:09, address = {Paderborn, Germany}, editor = {Baumeister, Joachim and Nalepa, Grzegorz J.}, keywords = {myown}, publisher = {Workshop notes of 32nd Annual German Conference on Artificial Intelligence (KI-2009), CEUR Proceedings 486}, title = {KESE: 5th Workshop on Knowledge Engineering and Software Engineering}, year = 2009 }
• 
  {Wiki-Enabled Semantic Data Mining - Task Design, Evaluation and Refinement}. Atzmueller, Martin; Lemmerich, Florian; Reutelshoefer, Jochen; Puppe, Frank. In Proc. 2nd International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS2009), Vol. 545 of CEUR-WS. Krakow, Poland, 2009.
  • [ BibTeX ]
  @inproceedings{ALRP:09a, address = {Krakow, Poland}, author = {Atzmueller, Martin and Lemmerich, Florian and Reutelshoefer, Jochen and Puppe, Frank}, booktitle = {Proc. 2nd International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS2009)}, keywords = {knowledge}, series = {CEUR-WS}, title = {{Wiki-Enabled Semantic Data Mining - Task Design, Evaluation and Refinement}}, volume = 545, year = 2009 }
• 
  A Framework for Semi-Automatic Development of Rule-based Information Extraction Applications. Kluegl, Peter; Atzmueller, Martin; Puppe, Frank. In Proc. LWA 2009, Knowledge Discovery and Machine Learning Track. University of Darmstadt, Darmstadt, Germany, 2009.
  • [ BibTeX ]
  @inproceedings{KAP:09b, address = {Darmstadt, Germany}, author = {Kluegl, Peter and Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. LWA 2009, Knowledge Discovery and Machine Learning Track}, keywords = {extraction}, publisher = {University of Darmstadt}, title = {A Framework for Semi-Automatic Development of Rule-based Information Extraction Applications}, year = 2009 }
• 
  Towards Understanding Spammers - Discovering Local Patterns for Concept Characterization and Description. Atzmueller, Martin; Lemmerich, Florian; Krause, Beate; Hotho, Andreas. In Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, J. F. A. Knobbe (ed.). 2009.
  • [ BibTeX ]
  @inproceedings{ALKH:09, author = {Atzmueller, Martin and Lemmerich, Florian and Krause, Beate and Hotho, Andreas}, booktitle = {Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases}, editor = {Knobbe, Johannes Fürnkranz Arno}, keywords = {myown}, note = {accepted}, title = {Towards Understanding Spammers - Discovering Local Patterns for Concept Characterization and Description}, year = 2009 }
• 
  {Spammer Discrimination: Discovering Local Patterns for Concept Characterization and Description}. Atzmueller, Martin; Lemmerich, Florian; Krause, Beate; Hotho, Andreas. In Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, J. F. A. Knobbe (ed.). 2009.
  • [ BibTeX ]
  @inproceedings{ALKH:09, author = {Atzmueller, Martin and Lemmerich, Florian and Krause, Beate and Hotho, Andreas}, booktitle = {Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases}, editor = {Knobbe, Johannes F\"urnkranz Arno}, keywords = {relevancy}, note = {accepted}, title = {{Spammer Discrimination: Discovering Local Patterns for Concept Characterization and Description}}, year = 2009 }
• 
  Knowledge Discovery Enhanced with Semantic and Social Information: A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery. Atzmueller, Martin; Puppe, Frank. 2009.
  • [ BibTeX ]
  @inbook{AP:09, author = {Atzmueller, Martin and Puppe, Frank}, chapter = {A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery}, keywords = {experience}, title = {Knowledge Discovery Enhanced with Semantic and Social Information: A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery}, year = 2009 }
• 
  Verification of Distributed Knowledge in Semantic Knowledge Wikis. Baumeister, Joachim; Nalepa, Grzegorz J. In FLAIRS’09: Proceedings of the 22th International Florida Artificial Intelligence Research Society Conference, pp. 384–389. AAAI Press, 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BN:FLAIRS:09, author = {Baumeister, Joachim and Nalepa, Grzegorz J.}, booktitle = {FLAIRS'09: Proceedings of the 22th International Florida Artificial Intelligence Research Society Conference}, keywords = {wiki}, pages = {384-389}, publisher = {AAAI Press}, title = {Verification of Distributed Knowledge in Semantic Knowledge Wikis}, year = 2009 }
• 
  Fast and Effective Subgroup Mining for Continuous Target Variables. Atzmueller, Martin; Lemmerich, Florian. In Proc. LWA 2009 (Knowledge Discovery and Machine Learning Track). University of Darmstadt, Darmstadt, Germany, 2009.
  • [ BibTeX ]
  @inproceedings{AL:09b, address = {Darmstadt, Germany}, author = {Atzmueller, Martin and Lemmerich, Florian}, booktitle = {Proc. LWA 2009 (Knowledge Discovery and Machine Learning Track)}, keywords = {descriptive}, publisher = {University of Darmstadt}, title = {Fast and Effective Subgroup Mining for Continuous Target Variables}, year = 2009 }
• 
  {A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture}. Atzmueller, Martin; Nalepa, Grzegorz J. In Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted. 2009.
  • [ BibTeX ]
  @inproceedings{AN:09a, author = {Atzmueller, Martin and Nalepa, Grzegorz J.}, booktitle = {Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted}, keywords = {experience}, title = {{A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture}}, year = 2009 }
• 
  Who are the Spammers? Understandable Local Patterns for Concept Description. Atzmueller, Martin; Lemmerich, Florian; Krause, Beate; Hotho, Andreas. In Proc. 7th Conference on Computer Methods and Systems. Krakow, Poland, 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{ALKH:09b, address = {Krakow, Poland}, author = {Atzmueller, Martin and Lemmerich, Florian and Krause, Beate and Hotho, Andreas}, booktitle = {Proc. 7th Conference on Computer Methods and Systems}, keywords = {descriptive}, month = 11, note = {ISBN 83-916420-5-4}, title = {Who are the Spammers? Understandable Local Patterns for Concept Description}, year = 2009 }
• 
  Who are the Spammers - Understandable Local Patterns for Concept Description. Atzmüller, Martin; Lemmerich, Florian; Krause, Beate; Hotho, Andreas. In 7th Conference on Computer Methods and Systems. Krakow, Poland, 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{atze09, address = {Krakow, Poland}, author = {Atzmüller, Martin and Lemmerich, Florian and Krause, Beate and Hotho, Andreas}, booktitle = {7th Conference on Computer Methods and Systems}, keywords = {spam}, month = 11, note = {ISBN 83-916420-5-4}, title = {Who are the Spammers - Understandable Local Patterns for Concept Description}, year = 2009 }
• 
  A Data Warehouse-Based Approach for Quality Management, Evaluation and Analysis of Intelligent Systems using Subgroup Mining. Atzmueller, Martin; Beer, Stephanie; Puppe, Frank. In Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), pp. 402–407. AAAI Press, 2009.
  • [ BibTeX ]
  @inproceedings{ABP:09, author = {Atzmueller, Martin and Beer, Stephanie and Puppe, Frank}, booktitle = {Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS)}, keywords = {intelligent}, pages = {402–407}, publisher = {AAAI Press}, title = {A Data Warehouse-Based Approach for Quality Management, Evaluation and Analysis of Intelligent Systems using Subgroup Mining}, year = 2009 }
• 
  Characterizing Semantic Relatedness of Search Query Terms. Benz, Dominik; Krause, Beate; Kumar, G. Praveen; Hotho, Andreas; Stumme, Gerd. In Proceedings of the 1st Workshop on Explorative Analytics of Information Networks (EIN2009). Bled, Slovenia, 2009.
  • [ BibTeX ]
  @inproceedings{benz2009characterizing, address = {Bled, Slovenia}, author = {Benz, Dominik and Krause, Beate and Kumar, G. Praveen and Hotho, Andreas and Stumme, Gerd}, booktitle = {Proceedings of the 1st Workshop on Explorative Analytics of Information Networks (EIN2009)}, keywords = {logsonomy}, month = {09}, title = {Characterizing Semantic Relatedness of Search Query Terms}, year = 2009 }
• 
  Spammer Discrimination: Discovering Local Patterns for Concept Characterization and Description. Atzmueller, Martin; Lemmerich, Florian; Krause, Beate; Hotho, Andreas. In Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, J. Fürnkranz, A. Knobbe (eds.). Bled, Slovenia, 2009.
  • [ BibTeX ]
  @inproceedings{atzmueller09, address = {Bled, Slovenia}, author = {Atzmueller, Martin and Lemmerich, Florian and Krause, Beate and Hotho, Andreas}, booktitle = {Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases}, editor = {Fürnkranz, Johannes and Knobbe, Arno}, keywords = {relevancy}, month = {09}, note = {accepted}, title = {Spammer Discrimination: Discovering Local Patterns for Concept Characterization and Description}, year = 2009 }
• 
  Meta-Level Information Extraction. Kluegl, Peter; Atzmueller, Martin; Puppe, Frank. In The 32nd Annual Conference on Artificial Intelligence. Springer, Berlin, 2009.
  • [ BibTeX ]
  @inproceedings{2009:KI:KAP:MetaLevel, address = {Berlin}, author = {Kluegl, Peter and Atzmueller, Martin and Puppe, Frank}, booktitle = {The 32nd Annual Conference on Artificial Intelligence}, keywords = {extraction}, month = {09}, note = {(accepted)}, publisher = {Springer}, title = {Meta-Level Information Extraction}, year = 2009 }
• 
  Managing publications and bookmarks with BibSonomy. Benz, Dominik; Eisterlehner, Folke; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Stumme, Gerd. In HT ’09: Proceedings of the 20th ACM Conference on Hypertext and Hypermedia, C. Cattuto, G. Ruffo, F. Menczer (eds.), pp. 323–324. ACM, New York, NY, USA, 2009.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In this demo we present BibSonomy, a social bookmark and publication sharing system.

  @inproceedings{benz2009managing, abstract = {In this demo we present BibSonomy, a social bookmark and publication sharing system.}, address = {New York, NY, USA}, author = {Benz, Dominik and Eisterlehner, Folke and Hotho, Andreas and Jäschke, Robert and Krause, Beate and Stumme, Gerd}, booktitle = {HT '09: Proceedings of the 20th ACM Conference on Hypertext and Hypermedia}, editor = {Cattuto, Ciro and Ruffo, Giancarlo and Menczer, Filippo}, keywords = {bibsonomy}, month = {06}, pages = {323–324}, publisher = {ACM}, title = {Managing publications and bookmarks with BibSonomy}, year = 2009 }
• 
  Usability Assessment of Knowledge-Based Consultation Systems. Technical Report (457), . Freiberg, Martina. University of Würzburg, Institute of Computer Science, Department of Artificial Intelligence and Applied Informatics, Am Hubland, D-97074 Würzburg, Germany, 2009.
  • [ BibTeX ]
  • [ URL ]
  @techreport{Freiberg2009, address = {University of Würzburg, Institute of Computer Science, Department of Artificial Intelligence and Applied Informatics, Am Hubland, D-97074 Würzburg, Germany}, author = {Freiberg, Martina}, keywords = {knowledge}, month = {03}, number = 457, title = {Usability Assessment of Knowledge-Based Consultation Systems}, year = 2009 }
• 
  TextMarker: A Tool for Rule-Based Information Extraction. Kluegl, Peter; Atzmueller, Martin; Puppe, Frank. In Proceedings of the Biennial GSCL Conference 2009, 2nd UIMA@GSCL Workshop, C. Chiarcos, R. E. de Castilho, M. Stede (eds.), pp. 233–240. Gunter Narr Verlag, 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{2009:GSCL:KAP:TextMarker, author = {Kluegl, Peter and Atzmueller, Martin and Puppe, Frank}, booktitle = {Proceedings of the Biennial GSCL Conference 2009, 2nd UIMA@GSCL Workshop}, editor = {Chiarcos, Christian and de Castilho, Richard Eckart and Stede, Manfred}, keywords = {rule}, pages = {233-240}, publisher = {Gunter Narr Verlag}, title = {TextMarker: A Tool for Rule-Based Information Extraction}, year = 2009 }
• 
  A Data Structure for the Refactoring of Multimodal Knowledge. Reutelshoefer, Jochen; Baumeister, Joachim; Puppe, Frank. In 5th Workshop on Knowledge Engineering and Software Engineering (KESE). Paderborn, 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{noauthororeditorstructure, address = {Paderborn}, author = {Reutelshoefer, Jochen and Baumeister, Joachim and Puppe, Frank}, booktitle = {5th Workshop on Knowledge Engineering and Software Engineering (KESE)}, howpublished = {CEUR-486}, keywords = {multimodal}, month = {09}, title = {A Data Structure for the Refactoring of Multimodal Knowledge}, year = 2009 }
• 
  {Incorporating Exceptions: Efficient Mining of epsilon-Relevant Subgroup Patterns}. Lemmerich, Florian; Atzmueller, Martin. In Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, J. F. A. Knobbe (ed.). 2009.
  • [ BibTeX ]
  @inproceedings{LA:09, author = {Lemmerich, Florian and Atzmueller, Martin}, booktitle = {Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases}, editor = {Knobbe, Johannes F\"urnkranz Arno}, keywords = {relevancy}, note = {accepted}, title = {{Incorporating Exceptions: Efficient Mining of epsilon-Relevant Subgroup Patterns}}, year = 2009 }
• 
  Modelling Diagnostic Flows in Wikis. Hatko, Reinhard; Belli, Volker; Baumeister, Joachim. In LWA-2009 (Special Track on Knowledge Management). Darmstadt, 2009.
  • [ BibTeX ]
  @inproceedings{Hatko2009, address = {Darmstadt}, author = {Hatko, Reinhard and Belli, Volker and Baumeister, Joachim}, booktitle = {LWA-2009 (Special Track on Knowledge Management)}, keywords = {wikis}, title = {Modelling Diagnostic Flows in Wikis}, year = 2009 }
• 
  An Extensible Semantic Wiki Architecture. Reutelshoefer, Jochen; Lemmerich, Florian; Haupt, Fabian; Baumeister, Joachim. In SemWiki’09: Fourth Workshop on Semantic Wikis -- The Semantic Wiki Web. 2009.
  • [ BibTeX ]
  @inproceedings{RLHB:09, author = {Reutelshoefer, Jochen and Lemmerich, Florian and Haupt, Fabian and Baumeister, Joachim}, booktitle = {SemWiki'09: Fourth Workshop on Semantic Wikis – The Semantic Wiki Web}, keywords = {wiki}, title = {An Extensible Semantic Wiki Architecture}, year = 2009 }
• 
  {Fast Subgroup Discovery for Continuous Target Concepts}. Atzmueller, Martin; Lemmerich, Florian. In Proc. 18th International Symposium on Methodologies for Intelligent Systems (ISMIS 2009), in press, of LNCS. 2009.
  • [ BibTeX ]
  @inproceedings{AL:09, author = {Atzmueller, Martin and Lemmerich, Florian}, booktitle = {Proc. 18th International Symposium on Methodologies for Intelligent Systems (ISMIS 2009), in press}, keywords = {knowledge}, series = {LNCS}, title = {{Fast Subgroup Discovery for Continuous Target Concepts}}, year = 2009 }
• 
  Advanced Measures for Empirical Testing. Baumeister, Joachim. In FLAIRS’09: Proceedings of the 22th International Florida Artificial Intelligence Research Society Conference, pp. 378–383. AAAI Press, 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{Bau:FLAIRS:09, author = {Baumeister, Joachim}, booktitle = {FLAIRS'09: Proceedings of the 22th International Florida Artificial Intelligence Research Society Conference}, keywords = {evaluation}, pages = {378-383}, publisher = {AAAI Press}, title = {Advanced Measures for Empirical Testing}, year = 2009 }
• 
  {A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery}. Atzmueller, Martin; Puppe, Frank; Buscher, Hans-Peter. In International Journal on Artificial Intelligence Tools (IJAIT), 18(1), pp. 1–18. 2009.
  • [ BibTeX ]
  @article{APB:09, author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter}, journal = {International Journal on Artificial Intelligence Tools (IJAIT)}, keywords = {experience}, number = 1, pages = {1 – 18}, title = {{A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery}}, volume = 18, year = 2009 }
• 
  The Usability Stack: Reconsidering Usability Criteria regarding Knowledge-Based Systems. Freiberg, Martina; Baumeister, Joachim; Puppe, Frank. In LWA-2009 (Special Track on Knowledge Management). 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{Freiberg2009a, author = {Freiberg, Martina and Baumeister, Joachim and Puppe, Frank}, booktitle = {LWA-2009 (Special Track on Knowledge Management)}, keywords = {knowledge}, title = {The Usability Stack: Reconsidering Usability Criteria regarding Knowledge-Based Systems}, year = 2009 }
• 
  The Usability Stack: Reconsidering Usability Criteria regarding Knowledge-Based Systems. Freiberg, Martina; Baumeister, Joachim; Puppe, Frank. In LWA-2009 (Special Track on Knowledge Management). 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{Freiberg2009a, author = {Freiberg, Martina and Baumeister, Joachim and Puppe, Frank}, booktitle = {LWA-2009 (Special Track on Knowledge Management)}, keywords = {knowledge}, title = {The Usability Stack: Reconsidering Usability Criteria regarding Knowledge-Based Systems}, year = 2009 }
• 
  Engineering Expressive Knowledge with Semantic Wikis. Baumeister, Joachim; Nalepa, Grzegorz J. In International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS), A. Ligeza, G. J. Nalepa (eds.), pp. 13–24. AGH University of Science, CEUR Vol-545, 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BN:09, author = {Baumeister, Joachim and Nalepa, Grzegorz J.}, booktitle = {International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS)}, editor = {Ligeza, A. and Nalepa, G. J.}, keywords = {problem-solving}, pages = {13-24}, publisher = {AGH University of Science, CEUR Vol-545}, title = {Engineering Expressive Knowledge with Semantic Wikis}, year = 2009 }
• 
  Fast Subgroup Discovery for Continuous Target Concepts. Atzmueller, Martin; Lemmerich, Florian. In Proc. 18th International Symposium on Methodologies for Intelligent Systems (ISMIS 2009), in press. 2009.
  • [ BibTeX ]
  • [ Download ]
  @inproceedings{AL:09, author = {Atzmueller, Martin and Lemmerich, Florian}, booktitle = {Proc. 18th International Symposium on Methodologies for Intelligent Systems (ISMIS 2009), in press.}, keywords = {continuous}, title = {Fast Subgroup Discovery for Continuous Target Concepts}, year = 2009 }
• 
  An Extensible Semantic Wiki Architecture. Reutelshoefer, Jochen; Lemmerich, Florian; Haupt, Fabian; Baumeister, Joachim. In SemWiki’09: Fourth Workshop on Semantic Wikis -- The Semantic Wiki Web. 2009.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{RLHB:09, author = {Reutelshoefer, Jochen and Lemmerich, Florian and Haupt, Fabian and Baumeister, Joachim}, booktitle = {SemWiki'09: Fourth Workshop on Semantic Wikis – The Semantic Wiki Web}, keywords = {wiki}, title = {An Extensible Semantic Wiki Architecture}, year = 2009 }

• 
  Ad-Hoc Knowledge Engineering with Semantic Knowledge Wikis. Reutelshoefer, Jochen; Baumeister, Joachim; Puppe, Frank. In SemWiki’08: Proceedings of 3rd Semantic Wiki workshop - The Wiki Way of Semantics (CEUR Proceedings 360). 2008.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{RBP:SemWiki:08, author = {Reutelshoefer, Jochen and Baumeister, Joachim and Puppe, Frank}, booktitle = {SemWiki'08: Proceedings of 3rd Semantic Wiki workshop - The Wiki Way of Semantics (CEUR Proceedings 360)}, keywords = {wiki}, title = {Ad-Hoc Knowledge Engineering with Semantic Knowledge Wikis}, year = 2008 }
• 
  {Application and Evaluation of a Medical Knowledge-System in Sonography (SonoConsult)}. Puppe, Frank; Atzmueller, Martin; Buscher, Georg; Huettig, Matthias; Lührs, Hardi; Buscher, Hans-Peter. In Proc. 18th European Conference on Artificial Intelligence (ECAI 20008), accepted. 2008.
  • [ BibTeX ]
  @inproceedings{PABHLB:08, author = {Puppe, Frank and Atzmueller, Martin and Buscher, Georg and Huettig, Matthias and Lührs, Hardi and Buscher, Hans-Peter}, booktitle = {Proc. 18th European Conference on Artificial Intelligence (ECAI 20008), accepted}, keywords = {intelligent}, title = {{Application and Evaluation of a Medical Knowledge-System in Sonography (SonoConsult)}}, year = 2008 }
• 
  A Methodological Approach for the Effective Modeling of Bayesian Networks. Atzmueller, Martin; Lemmerich, Florian. In KI, Vol. 5243 of Lecture Notes in Computer Science, A. Dengel, K. Berns, T. M. Breuel, F. Bomarius, T. Roth-Berghofer (eds.), pp. 160–168. Springer, 2008.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{conf/ki/AtzmuellerL08, author = {Atzmueller, Martin and Lemmerich, Florian}, booktitle = {KI}, crossref = {conf/ki/2008}, editor = {Dengel, Andreas and Berns, Karsten and Breuel, Thomas M. and Bomarius, Frank and Roth-Berghofer, Thomas}, keywords = {bayesian}, pages = {160-168}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {A Methodological Approach for the Effective Modeling of Bayesian Networks.}, volume = 5243, year = 2008 }
• 
  KESE: 4th Workshop on Knowledge Engineering and Software Engineering. Nalepa, Grzegorz J.; Baumeister, Joachim. Workshop notes of 31th Annual German Conference on Artificial Intelligence (KI-2008), CEUR Proceedings 425, Kaiserslautern, Germany, 2008.
  • [ BibTeX ]
  • [ URL ]
  @proceedings{NB:KESE:08, address = {Kaiserslautern, Germany}, editor = {Nalepa, Grzegorz J. and Baumeister, Joachim}, keywords = {myown}, publisher = {Workshop notes of 31th Annual German Conference on Artificial Intelligence (KI-2008), CEUR Proceedings 425}, title = {KESE: 4th Workshop on Knowledge Engineering and Software Engineering}, year = 2008 }
• 
  Web-based Knowledge Engineering using Knowledge Wikis. Baumeister, Joachim; Puppe, Frank. In Proceedings of Symbiotic Relationships between Semantic Web and Knowledge Engineering (AAAI 2008 Spring Symposium). Stanford, USA, 2008.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BP:SWKE:08, address = {Stanford, USA}, author = {Baumeister, Joachim and Puppe, Frank}, booktitle = {Proceedings of Symbiotic Relationships between Semantic Web and Knowledge Engineering (AAAI 2008 Spring Symposium)}, keywords = {wiki}, title = {Web-based Knowledge Engineering using Knowledge Wikis}, year = 2008 }
• 
  A Survey on Usability Evaluation Techniques and an Analysis of their actual Application. Technical Report (450), . Freiberg, Martina; Baumeister, Joachim. University of Würzburg, Institute of Computer Science, Department of Artificial Intelligence and Applied Informatics, Am Hubland, D-97074 Würzburg, Germany, 2008.
  • [ BibTeX ]
  • [ URL ]
  @techreport{FB:08, author = {Freiberg, Martina and Baumeister, Joachim}, institution = {Computer Science, University of W\"urzburg, Germany}, keywords = {usability}, number = 450, title = {A Survey on Usability Evaluation Techniques and an Analysis of their actual Application}, year = 2008 }
• 
  Elements of an Appropriate Documentation Framework for Agent-based Simulation Models, Best Paper Award EMCSR 2008. Triebig, Cornelia; Kl{ü}gl, F. In Cybernetics and Systems 2008, Proceedings of the 19th European Meeting on Cybernetics and Systems Research (EMCSR 2008), Vienna, Austria 2nd Symposium on Agent-based Modeling and Simulation (ABModSim), R. Trappl (ed.). 2008.
  • [ BibTeX ]
  @inproceedings{triklue08_, author = {Triebig, Cornelia and Kl{\"u}gl, F.}, booktitle = {Cybernetics and Systems 2008, Proceedings of the 19th European Meeting on Cybernetics and Systems Research (EMCSR 2008), Vienna, Austria 2nd Symposium on Agent-based Modeling and Simulation (ABModSim)}, editor = {Trappl, R.}, keywords = {myown}, title = {Elements of an Appropriate Documentation Framework for Agent-based Simulation Models, Best Paper Award EMCSR 2008}, year = 2008 }
• 
  A Survey on Usability Evaluation Techniques and an Analysis of their actual Application. Technical Report (450), . Freiberg, Martina; Baumeister, Joachim. Computer Science, University of Würzburg, Germany, 2008.
  • [ BibTeX ]
  • [ URL ]
  @techreport{FB:08, author = {Freiberg, Martina and Baumeister, Joachim}, institution = {Computer Science, University of W\"urzburg, Germany}, keywords = {usability}, number = 450, title = {A Survey on Usability Evaluation Techniques and an Analysis of their actual Application}, year = 2008 }
• 
  Visualization Techniques for the Evaluation of Knowledge Systems. Baumeister, Joachim; Menge, Martina; Puppe, Frank. In FLAIRS’08: Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference, pp. 329–334. AAAI Press, 2008.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BMP:FLAIRS:08, author = {Baumeister, Joachim and Menge, Martina and Puppe, Frank}, booktitle = {FLAIRS'08: Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference}, keywords = {rule}, pages = {329-334}, publisher = {AAAI Press}, title = {Visualization Techniques for the Evaluation of Knowledge Systems}, year = 2008 }
• 
  {Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain}. Atzmueller, Martin; Beer, Stephanie; Hörnlein, Alexander; Melcher, Ralf; Lührs, Hardi; Puppe, Frank. In Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems. Erfurt, 2008.
  • [ BibTeX ]
  @inproceedings{ABHMLP:08, address = {Erfurt}, author = {Atzmueller, Martin and Beer, Stephanie and H\"ornlein, Alexander and Melcher, Ralf and L\"uhrs, Hardi and Puppe, Frank}, booktitle = {Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems}, keywords = {experience}, title = {{Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain}}, year = 2008 }
• 
  {Semi-Automatic Refinement and Assessment of Subgroup Patterns}. Atzmueller, Martin; Puppe, Frank. In Proc. 21th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2008). AAAI Press, 2008.
  • [ BibTeX ]
  @inproceedings{AP:08a, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 21th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2008)}, keywords = {intelligent}, publisher = {AAAI Press}, title = {{Semi-Automatic Refinement and Assessment of Subgroup Patterns}}, year = 2008 }
• 
  The anti-social tagger: detecting spam in social bookmarking systems. Krause, Beate; Schmitz, Christoph; Hotho, Andreas; Stumme, Gerd. In AIRWeb ’08: Proceedings of the 4th international workshop on Adversarial information retrieval on the web, pp. 61–68. ACM, Beijing, China, 2008.
  • [ BibTeX ]
  @inproceedings{krause2008anti, address = {New York, NY, USA}, author = {Krause, Beate and Schmitz, Christoph and Hotho, Andreas and Stumme, Gerd}, booktitle = {AIRWeb '08: Proceedings of the 4th international workshop on Adversarial information retrieval on the web}, keywords = {classification}, pages = {61–68}, publisher = {ACM}, title = {The anti-social tagger: detecting spam in social bookmarking systems}, year = 2008 }
• 
  {Exploiting the Power of Social Tagging Systems: A Semantic Flickr Approach for Tutoring and Knowledge Management}. Atzmueller, Martin; Hörnlein, Alexander. In Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems. Erfurt, 2008.
  • [ BibTeX ]
  @inproceedings{AH:08, address = {Erfurt}, author = {Atzmueller, Martin and H\"ornlein, Alexander}, booktitle = {Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems}, keywords = {knowledge}, title = {{Exploiting the Power of Social Tagging Systems: A Semantic Flickr Approach for Tutoring and Knowledge Management}}, year = 2008 }
• 
  Logsonomy — A Search Engine Folksonomy. Jäschke, Robert; Krause, Beate; Hotho, Andreas; Stumme, Gerd. In Proceedings of the Second International Conference on Weblogs and Social Media(ICWSM 2008). AAAI Press, 2008.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  In social bookmarking systems users describe bookmarks by keywords called tags. The structure behind these social systems, called folksonomies, can be viewed as a tripartite hypergraph of user, tag and resource nodes. This underlying network shows specific structural properties that explain its growth and the possibility of serendipitous exploration. Search engines filter the vast information of the web. Queries describe a user’s information need. In response to the displayed results of the search engine, users click on the links of the result page as they expect the answer to be of relevance. The clickdata can be represented as a folksonomy in which queries are descriptions of clicked URLs. This poster analyzes the topological characteristics of the resulting tripartite hypergraph of queries, users and bookmarks of two query logs and compares it two a snapshot of the folksonomy del.icio.us.

  @inproceedings{jaeschke2008logsonomy, abstract = {In social bookmarking systems users describe bookmarks by keywords called tags. The structure behind these social systems, called folksonomies, can be viewed as a tripartite hypergraph of user, tag and resource nodes. This underlying network shows specific structural properties that explain its growth and the possibility of serendipitous exploration. Search engines filter the vast information of the web. Queries describe a user’s information need. In response to the displayed results of the search engine, users click on the links of the result page as they expect the answer to be of relevance. The clickdata can be represented as a folksonomy in which queries are descriptions of clicked URLs. This poster analyzes the topological characteristics of the resulting tripartite hypergraph of queries, users and bookmarks of two query logs and compares it two a snapshot of the folksonomy del.icio.us.}, author = {Jäschke, Robert and Krause, Beate and Hotho, Andreas and Stumme, Gerd}, booktitle = {Proceedings of the Second International Conference on Weblogs and Social Media(ICWSM 2008)}, keywords = {search}, publisher = {AAAI Press}, title = {Logsonomy — A Search Engine Folksonomy}, year = 2008 }
• 
  Declarative Specification and Interpretation of Rule-Based Systems. Seipel, Dietmar; Baumeister, Joachim. In FLAIRS’08: Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference, pp. 359–364. AAAI Press, 2008.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{SB:08, author = {Seipel, Dietmar and Baumeister, Joachim}, booktitle = {FLAIRS'08: Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference}, keywords = {rule}, pages = {359-364}, publisher = {AAAI Press}, title = {Declarative Specification and Interpretation of Rule-Based Systems}, year = 2008 }
• 
  {LaDy: Knowledge Wiki zur kollaborativen und wissensbasierten Entscheidungshilfe zu Umweltveränderung und Biodiversität}. Nadrowski, Karin; Baumeister, Joachim; Wolters, Volkmar. In Naturschutz und Biologische Vielfalt, 60, pp. 171–176. 2008.
  • [ BibTeX ]
  @article{lady:08, author = {Nadrowski, Karin and Baumeister, Joachim and Wolters, Volkmar}, journal = {Naturschutz und Biologische Vielfalt}, keywords = {wiki}, pages = {171-176}, title = {{LaDy: Knowledge Wiki zur kollaborativen und wissensbasierten Entscheidungshilfe zu Umweltver\"anderung und Biodiversit\"at}}, volume = 60, year = 2008 }
• 
  Refactoring of Agent-based Simulation Models. Triebig, Cornelia; Kl{ü}gl, F. In MKWI08 - Multikonferenz Wirtschaftsinformatik. 2008.
  • [ BibTeX ]
  @inproceedings{triklue0, author = {Triebig, Cornelia and Kl{\"u}gl, F.}, booktitle = {MKWI08 - Multikonferenz Wirtschaftsinformatik}, keywords = {myown}, title = {Refactoring of Agent-based Simulation Models.}, year = 2008 }
• 
  Agent Learning Instead of Behavior Implementation for Simulations - A Case Study Using Classifier Systems. Kl{ü}gl, Franziska; Hatko, Reinhard; Butz, Martin V. In MATES, pp. 111–122. 2008.
  • [ BibTeX ]
  @inproceedings{Klugl2008, author = {Kl{\"u}gl, Franziska and Hatko, Reinhard and Butz, Martin V.}, booktitle = {MATES}, crossref = {DBLP:conf/mates/2008}, keywords = {mas}, pages = {111-122}, title = {Agent Learning Instead of Behavior Implementation for Simulations - A Case Study Using Classifier Systems}, year = 2008 }
• 
  A Distributed Simulation Engine for a Time-Driven Multi-Agent Simulation. Hatko, Reinhard; Klügl, Franziska. In Summer Computer Simulation Conference 2008, Edinburgh, Scotland, June 2008 :. SCS Publishing House, 2008.
  • [ BibTeX ]
  @inproceedings{Hatko2008, author = {Hatko, Reinhard and Klügl, Franziska}, booktitle = {Summer Computer Simulation Conference 2008, Edinburgh, Scotland, June 2008 :}, institution = {University of Würzburg}, keywords = {mas}, publisher = {SCS Publishing House}, title = {A Distributed Simulation Engine for a Time-Driven Multi-Agent Simulation}, year = 2008 }
• 
  ECML PKDD Discovery Challenge 2008 (RSDC’08). Hotho, Andreas; Benz, Dominik; Jäschke, Robert; Krause, Beate. Workshop at 18th Europ. Conf. on Machine Learning (ECML’08) / 11th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’08), 2008.
  • [ BibTeX ]
  • [ URL ]
  @book{hotho2008challenge, editor = {Hotho, Andreas and Benz, Dominik and Jäschke, Robert and Krause, Beate}, keywords = {pkdd}, publisher = {Workshop at 18th Europ. Conf. on Machine Learning (ECML'08) / 11th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD'08)}, title = {ECML PKDD Discovery Challenge 2008 (RSDC'08)}, year = 2008 }
• 
  {Causal Subgroup Analysis for Detecting Confounding (Extended version)}. Atzmueller, Martin; Puppe, Frank. In Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management. 2008.
  • [ BibTeX ]
  @inproceedings{AS:08b, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management}, keywords = {experience}, title = {{Causal Subgroup Analysis for Detecting Confounding (Extended version)}}, year = 2008 }
• 
  Semantic Wikis. Schaffert, Sebastian; Bry, François; Baumeister, Joachim; Kiesel, Malte. In IEEE Software, 25(4), pp. 8–11. 2009.
  • [ BibTeX ]
  • [ URL ]
  @article{journals/software/SchaffertBBK08, author = {Schaffert, Sebastian and Bry, François and Baumeister, Joachim and Kiesel, Malte}, journal = {IEEE Software}, keywords = {wiki}, number = 4, pages = {8-11}, title = {Semantic Wikis}, volume = 25, year = 2008 }
• 
  Lernen, Wissen und Adaptivit{ä}t. Baumeister, Joachim; Atzmueller, Martin. Computer Science, TR 448, 2008.
  • [ BibTeX ]
  @proceedings{BA:LWA:08, editor = {Baumeister, Joachim and Atzmueller, Martin}, keywords = {myown}, month = {Oktober}, organization = {Computer Science, TR 448}, title = {Lernen, Wissen und Adaptivit{\"a}t}, year = 2008 }
• 
  Proceedings of the Workshop: ’Knowledge and Experience Management’ (German SIG meeting, FGWM). Baumeister, Joachim; Müller, Normen. 2008.
  • [ BibTeX ]
  @proceedings{BM:FGWM:08, editor = {Baumeister, Joachim and M\"uller, Normen}, keywords = {myown}, month = {Oktober}, title = {Proceedings of the Workshop: 'Knowledge and Experience Management' (German SIG meeting, FGWM)}, year = 2008 }
• 
  Capture and Refactoring in Knowledge Wikis - Coping with the Knowledge Soup. Baumeister, Joachim; Reutelshoefer, Jochen; Haupt, Fabian; Nadrowski, Karin. In SCOOP’08: Proceedings of 2nd Workshop on Scientific Communities of Practice. Bremen, Germany, 2008.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BRHN:SCOOP:08, address = {Bremen, Germany}, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Haupt, Fabian and Nadrowski, Karin}, booktitle = {SCOOP'08: Proceedings of 2nd Workshop on Scientific Communities of Practice}, keywords = {refactoring}, title = {Capture and Refactoring in Knowledge Wikis - Coping with the Knowledge Soup}, year = 2008 }
• 
  {A Case-Based Approach for Characterization and Analysis of Subgroup Patterns}. Atzmueller, Martin; Puppe, Frank. In Journal of Applied Intelligence, 28(3), pp. 210–221. 2008.
  • [ BibTeX ]
  @article{AP:08, author = {Atzmueller, Martin and Puppe, Frank}, journal = {Journal of Applied Intelligence}, keywords = {experience}, number = 3, pages = {210-221}, title = {{A Case-Based Approach for Characterization and Analysis of Subgroup Patterns}}, volume = 28, year = 2008 }
• 
  {Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining (Extended version)}. Atzmueller, Martin; Seipel, Dietmar. In Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted. 2008.
  • [ BibTeX ]
  @inproceedings{AS:08a, author = {Atzmueller, Martin and Seipel, Dietmar}, booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted}, keywords = {experience}, title = {{Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining (Extended version)}}, year = 2008 }
• 
  {Generating Evaluation Data using Bayesian Networks - A Simple and Effective Modeling Methodology}. Lemmerich, Florian; Atzmueller, Martin. In Proc. LWA 2008 (Knowledge Discovery and Machine Learning Track), accepted. University of Wuerzburg, 2008.
  • [ BibTeX ]
  @inproceedings{LA:08, author = {Lemmerich, Florian and Atzmueller, Martin}, booktitle = {Proc. LWA 2008 (Knowledge Discovery and Machine Learning Track), accepted}, keywords = {network}, publisher = {University of Wuerzburg}, title = {{Generating Evaluation Data using Bayesian Networks - A Simple and Effective Modeling Methodology}}, year = 2008 }
• 
  {Integrating the Rule-Based IE Component TextMarker into UIMA}. Kluegl, Peter; Atzmueller, Martin. In Proc. LWA 2008 (Information Retrieval Track), submitted. University of Wuerzburg, 2008.
  • [ BibTeX ]
  @inproceedings{KA:08, author = {Kluegl, Peter and Atzmueller, Martin}, booktitle = {Proc. LWA 2008 (Information Retrieval Track), submitted}, keywords = {extraction}, publisher = {University of Wuerzburg}, title = {{Integrating the Rule-Based IE Component TextMarker into UIMA}}, year = 2008 }
• 
  A Comparison of Social Bookmarking with Traditional Search. Krause, Beate; Hotho, Andreas; Stumme, Gerd. In 30th European Conference on IR Research, ECIR 2008, Vol. 4956 of Lecture Notes in Computer Science, C. Macdonald, I. Ounis, V. Plachouras, I. Ruthven, R. W. White (eds.), pp. 101–113. Springer, Glasgow, UK, 2008.
  • [ BibTeX ]
  @inproceedings{krause08social, address = {Glasgow, UK}, author = {Krause, Beate and Hotho, Andreas and Stumme, Gerd}, booktitle = {30th European Conference on IR Research, ECIR 2008}, editor = {Macdonald, Craig and Ounis, Iadh and Plachouras, Vassilis and Ruthven, Ian and White, Ryen W.}, keywords = {bookmarking}, month = {04}, pages = {101-113}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {A Comparison of Social Bookmarking with Traditional Search}, volume = 4956, year = 2008 }
• 
  {A Methodological Approach for the Effective Modeling of Bayesian Networks}. Atzmueller, {Martin; Florian Lemmerich}. In Proc. 31st Annual German Conference on Artificial Intelligence (KI 2008), pp. 160–168. 2008.
  • [ BibTeX ]
  @inproceedings{AL:08, author = {{Martin Atzmueller and Florian Lemmerich}}, booktitle = {Proc. 31st Annual German Conference on Artificial Intelligence (KI 2008)}, keywords = {networks}, pages = {160–168}, title = {{A Methodological Approach for the Effective Modeling of Bayesian Networks}}, year = 2008 }
• 
  {Test-Driven Development of Complex Information Extraction Systems using TextMarker}. Kluegl, Peter; Atzmueller, Martin; Puppe, Frank. In Proc. 4th International Workshop on Knowledge Engineering and Software Engineering (KESE 2008), 31th German Conference on Artificial Intelligence (KI-2008), accepted. 2008.
  • [ BibTeX ]
  @inproceedings{KAP:08, author = {Kluegl, Peter and Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 4th International Workshop on Knowledge Engineering and Software Engineering (KESE 2008), 31th German Conference on Artificial Intelligence (KI-2008), accepted}, keywords = {extraction}, title = {{Test-Driven Development of Complex Information Extraction Systems using TextMarker}}, year = 2008 }
• 
  Integrating the Rule-Based IE Component TextMarker into UIMA. Kluegl, Peter; Atzmueller, Martin; Puppe, Frank. In LWA-2008 (Special Track on Information Retrieval), J. Baumeister, M. Atzmueller (eds.), pp. 73–77. 2008.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{KAP08, author = {Kluegl, Peter and Atzmueller, Martin and Puppe, Frank}, booktitle = {LWA-2008 (Special Track on Information Retrieval)}, editor = {Baumeister, Joachim and Atzmueller, Martin}, keywords = {rule-based}, pages = {73-77}, title = {Integrating the Rule-Based IE Component TextMarker into UIMA}, year = 2008 }
• 
  Logsonomy - Social Information Retrieval with Logdata. Krause, Beate; Jäschke, Robert; Hotho, Andreas; Stumme, Gerd. In HT ’08: Proceedings of the nineteenth ACM conference on Hypertext and hypermedia, pp. 157–166. ACM, Pittsburgh, PA, USA, 2008.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  Social bookmarking systems constitute an established part of the Web 2.0. In such systems users describe bookmarks by keywords called tags. The structure behind these social systems, called folksonomies, can be viewed as a tripartite hypergraph of user, tag and resource nodes. This underlying network shows specific structural properties that explain its growth and the possibility of serendipitous exploration. Today’s search engines represent the gateway to retrieve information from the World Wide Web. Short queries typically consisting of two to three words describe a user’s information need. In response to the displayed results of the search engine, users click on the links of the result page as they expect the answer to be of relevance. This clickdata can be represented as a folksonomy in which queries are descriptions of clicked URLs. The resulting network structure, which we will term logsonomy is very similar to the one of folksonomies. In order to find out about its properties, we analyze the topological characteristics of the tripartite hypergraph of queries, users and bookmarks on a large snapshot of del.icio.us and on query logs of two large search engines. All of the three datasets show small world properties. The tagging behavior of users, which is explained by preferential attachment of the tags in social bookmark systems, is reflected in the distribution of single query words in search engines. We can conclude that the clicking behaviour of search engine users based on the displayed search results and the tagging behaviour of social bookmarking users is driven by similar dynamics.

  @inproceedings{krause2008logsonomy, abstract = {Social bookmarking systems constitute an established part of the Web 2.0. In such systems users describe bookmarks by keywords called tags. The structure behind these social systems, called folksonomies, can be viewed as a tripartite hypergraph of user, tag and resource nodes. This underlying network shows specific structural properties that explain its growth and the possibility of serendipitous exploration. Today’s search engines represent the gateway to retrieve information from the World Wide Web. Short queries typically consisting of two to three words describe a user’s information need. In response to the displayed results of the search engine, users click on the links of the result page as they expect the answer to be of relevance. This clickdata can be represented as a folksonomy in which queries are descriptions of clicked URLs. The resulting network structure, which we will term logsonomy is very similar to the one of folksonomies. In order to find out about its properties, we analyze the topological characteristics of the tripartite hypergraph of queries, users and bookmarks on a large snapshot of del.icio.us and on query logs of two large search engines. All of the three datasets show small world properties. The tagging behavior of users, which is explained by preferential attachment of the tags in social bookmark systems, is reflected in the distribution of single query words in search engines. We can conclude that the clicking behaviour of search engine users based on the displayed search results and the tagging behaviour of social bookmarking users is driven by similar dynamics.}, address = {New York, NY, USA}, author = {Krause, Beate and Jäschke, Robert and Hotho, Andreas and Stumme, Gerd}, booktitle = {HT '08: Proceedings of the nineteenth ACM conference on Hypertext and hypermedia}, keywords = {networks}, pages = {157–166}, publisher = {ACM}, title = {Logsonomy - Social Information Retrieval with Logdata}, year = 2008 }
• 
  Konzeption und Evaluation eines fallbasierten Trainingssystems im universitätsweiten Einsatz (CaseTrain). Hoernlein, Alexander; Ifland, Marianus; Kluegl, Peter; Puppe, Frank. In GMS Medizinische Informatik, Biometrie und Epidemiologie, GMS Med Inform Biom Epidemiol, 5(1). 2008.
  • [ BibTeX ]
  • [ URL ]
  @article{HIKP08, author = {Hoernlein, Alexander and Ifland, Marianus and Kluegl, Peter and Puppe, Frank}, journal = {GMS Medizinische Informatik, Biometrie und Epidemiologie, GMS Med Inform Biom Epidemiol}, keywords = {TextMarker}, title = {Konzeption und Evaluation eines fallbasierten Trainingssystems im universitätsweiten Einsatz (CaseTrain)}, volume = {5(1)}, year = 2008 }
• 
  Test-Driven Development of Complex Information Extraction Systems using TextMarker. Kluegl, Peter; Atzmueller, Martin; Puppe, Frank. In 4th International Workshop on Knowledge Engineering and Software Engineering (KESE 2008),31th German Conference on Artificial Intelligence (KI-2008), G. J. Naplepa, J. Baumeister (eds.), pp. 19–30. 2008.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{KESE_KAP08, author = {Kluegl, Peter and Atzmueller, Martin and Puppe, Frank}, booktitle = {4th International Workshop on Knowledge Engineering and Software Engineering (KESE 2008),31th German Conference on Artificial Intelligence (KI-2008)}, editor = {Naplepa, Grzegorz J. and Baumeister, Joachim}, keywords = {extraction}, pages = {19-30}, title = {Test-Driven Development of Complex Information Extraction Systems using TextMarker}, year = 2008 }
• 
  Rule-Based Information Extraction for Structured Data Acquisition using TextMarker. Atzmueller, Martin; Kluegl, Peter; Puppe, Frank. In LWA-2008 (Special Track on Knowledge Discovery and Machine Learning), J. Baumeister, M. Atzmueller (eds.), pp. 1–7. 2008.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{AKP08, author = {Atzmueller, Martin and Kluegl, Peter and Puppe, Frank}, booktitle = {LWA-2008 (Special Track on Knowledge Discovery and Machine Learning)}, editor = {Baumeister, Joachim and Atzmueller, Martin}, keywords = {TextMarker}, pages = {1-7}, title = {Rule-Based Information Extraction for Structured Data Acquisition using TextMarker}, year = 2008 }
• 
  Visualization Techniques for the Evaluation of Knowledge Systems. Baumeister, Joachim; Menge, Martina; Puppe, Frank. In FLAIRS’08: Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference, pp. 329–334. AAAI Press, 2008.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BMP:FLAIRS:08, author = {Baumeister, Joachim and Menge, Martina and Puppe, Frank}, booktitle = {FLAIRS'08: Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference}, keywords = {rule}, pages = {329-334}, publisher = {AAAI Press}, title = {Visualization Techniques for the Evaluation of Knowledge Systems}, year = 2008 }
• 
  {Rule-Based Information Extraction for Structured Data Acquisition using TextMarker}. Atzmueller, Martin; Kluegl, Peter; Puppe, Frank. In Proc. LWA 2008 (Knowledge Discovery and Machine Learning Track), accepted. University of Wuerzburg, 2008.
  • [ BibTeX ]
  @inproceedings{AKP:08, author = {Atzmueller, Martin and Kluegl, Peter and Puppe, Frank}, booktitle = {Proc. LWA 2008 (Knowledge Discovery and Machine Learning Track), accepted}, keywords = {extraction}, publisher = {University of Wuerzburg}, title = {{Rule-Based Information Extraction for Structured Data Acquisition using TextMarker}}, year = 2008 }

• 
  Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement. Atzmueller, Martin; Baumeister, Joachim; Kluegl, Peter; Puppe, Frank. In K-CAP ’07: Proceedings of the 4th International Conference on Knowledge Capture, pp. 31–38. Whistler, BC, Canada, 2007.
  • [ BibTeX ]
  @inproceedings{ABKP:KCAP:07, author = {Atzmueller, Martin and Baumeister, Joachim and Kluegl, Peter and Puppe, Frank}, booktitle = {K-CAP '07: Proceedings of the 4th International Conference on Knowledge Capture}, keywords = {refinement}, pages = {31-38}, title = {Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement}, year = 2007 }
• 
  Organizing Publications and Bookmarks in BibSonomy. Jäschke, Robert; Grahl, Miranda; Hotho, Andreas; Krause, Beate; Schmitz, Christoph; Stumme, Gerd. In Workshop on Social and Collaborative Construction of Structured Knowledge (CKC 2007) at WWW 2007, H. Alani, N. Noy, G. Stumme, P. Mika, Y. Sure, D. Vrandecic (eds.). Banff, Canada, 2007.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{jaeschke07organizing, address = {Banff, Canada}, author = {Jäschke, Robert and Grahl, Miranda and Hotho, Andreas and Krause, Beate and Schmitz, Christoph and Stumme, Gerd}, booktitle = {Workshop on Social and Collaborative Construction of Structured Knowledge (CKC 2007) at WWW 2007}, editor = {Alani, Harith and Noy, Natasha and Stumme, Gerd and Mika, Peter and Sure, York and Vrandecic, Denny}, keywords = {bookmarking}, title = {Organizing Publications and Bookmarks in BibSonomy}, year = 2007 }
• 
  An Internet-based Intervention to Reduce Cardiac Fear in Patients with Implantable Cardioverter Defibrillator. Schulz, Stefan M.; Baumeister, Joachim; Alpers, Georg W.; Crössmann, Alexander; Neuser, H.; Puppe, Frank; Pauli, Paul. 2007.
  • [ BibTeX ]
  @misc{SBACNPP:07, author = {Schulz, Stefan M. and Baumeister, Joachim and Alpers, Georg W. and Cr\"ossmann, Alexander and Neuser, H. and Puppe, Frank and Pauli, Paul}, howpublished = {Abstract in Conference Proceedings of the 9. Jahrestagung der Gesellschaft f\"ur Angstforschung}, keywords = {myown}, title = {An Internet-based Intervention to Reduce Cardiac Fear in Patients with Implantable Cardioverter Defibrillator}, year = 2007 }
• 
  Markups for Knowledge Wikis. Baumeister, Joachim; Reutelshoefer, Jochen; Puppe, Frank. In SAAKM’07: Proceedings of the Semantic Authoring, Annotation and Knowledge Markup Workshop, pp. 7–14. Whistler, Canada, 2007.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BRP:SAAKM:07, address = {Whistler, Canada}, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Puppe, Frank}, booktitle = {SAAKM'07: Proceedings of the Semantic Authoring, Annotation and Knowledge Markup Workshop}, keywords = {markup}, pages = {7-14}, title = {Markups for Knowledge Wikis}, year = 2007 }
• 
  Towards the Verification of Ontologies with Rules. Baumeister, Joachim; Kleemann, Thomas; Seipel, Dietmar. In FLAIRS’07: Proceedings of the 20th International Florida Artificial Intelligence Research Society Conference, pp. 524–529. AAAI Press, 2007.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BKS:FLAIRS:07, author = {Baumeister, Joachim and Kleemann, Thomas and Seipel, Dietmar}, booktitle = {FLAIRS'07: Proceedings of the 20th International Florida Artificial Intelligence Research Society Conference}, keywords = {ontology}, pages = {524-529}, publisher = {AAAI Press}, title = {Towards the Verification of Ontologies with Rules}, year = 2007 }
• 
  {Towards Confounding-Aware Subgroup Discovery}. Atzmueller, Martin; Puppe, Frank. In Proc. LWA 2007 (KDML Special Track). University of Halle, 2007.
  • [ BibTeX ]
  @inproceedings{AP:07c, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. LWA 2007 (KDML Special Track)}, keywords = {subgroup-discovery}, publisher = {University of Halle}, title = {{Towards Confounding-Aware Subgroup Discovery}}, year = 2007 }
• 
  Erwartungsgesteuerte Informationsextraktion in Satzteilen. Kluegl, Peter; Schuhmann, Martin; Puppe, Frank; Buscher, H.-P. In Lernen - Wissen - Adaption (LWA). 2007.
  • [ BibTeX ]
  @inproceedings{KSPB07, author = {Kluegl, Peter and Schuhmann, Martin and Puppe, Frank and Buscher, H.-P.}, booktitle = {Lernen - Wissen - Adaption (LWA)}, keywords = {extraction}, title = {Erwartungsgesteuerte Informationsextraktion in Satzteilen}, year = 2007 }
• 
  {A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery}. Atzmueller, Martin; Puppe, Frank. In Proc. Workshop on Prior Conceptual Knowledge in Machine Learning and Knowledge Discovery (PriCKL’07), at the 18th European Conference on Machine Learning (ECML’07), 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD’07). Warsaw, Poland, 2007.
  • [ BibTeX ]
  @inproceedings{AP:07b, address = {Warsaw, Poland}, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. Workshop on Prior Conceptual Knowledge in Machine Learning and Knowledge Discovery (PriCKL'07), at the 18th European Conference on Machine Learning (ECML'07), 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'07)}, keywords = {subgroup-discovery}, title = {{A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery}}, year = 2007 }
• 
  {Experience Management with Task-Configurations and Task-Patterns for Descriptive Data Mining}. Atzmueller, Martin. In Proc. 3rd International Workshop on Knowledge Engineering and Software Engineering (KESE 2007), 30th German Conference on Artificial Intelligence (KI-2007). 2007.
  • [ BibTeX ]
  @inproceedings{Atz:07, author = {Atzmueller, Martin}, booktitle = {Proc. 3rd International Workshop on Knowledge Engineering and Software Engineering (KESE 2007), 30th German Conference on Artificial Intelligence (KI-2007)}, keywords = {subgroup-discovery}, title = {{Experience Management with Task-Configurations and Task-Patterns for Descriptive Data Mining}}, year = 2007 }
• 
  {Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement}. Atzmueller, Martin; Baumeister, Joachim; Klügl, Peter; Puppe, Frank. In Proc. 4th International Conference on Knowledge Capture (K-CAP 2007), pp. 31–38. ACM Press, 2007.
  • [ BibTeX ]
  @inproceedings{ABKP:07, author = {Atzmueller, Martin and Baumeister, Joachim and Kl\"ugl, Peter and Puppe, Frank}, booktitle = {Proc. 4th International Conference on Knowledge Capture (K-CAP 2007)}, keywords = {knowledge}, pages = {31–38}, publisher = {ACM Press}, title = {{Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement}}, year = 2007 }
• 
  Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement. Atzmueller, Martin; Baumeister, Joachim; Kluegl, Peter; Puppe, Frank. In K-CAP ’07: Proceedings of the 4th International Conference on Knowledge Capture, pp. 31–38. Whistler, BC, Canada, 2007.
  • [ BibTeX ]
  @inproceedings{ABKP:KCAP:07, author = {Atzmueller, Martin and Baumeister, Joachim and Kluegl, Peter and Puppe, Frank}, booktitle = {K-CAP '07: Proceedings of the 4th International Conference on Knowledge Capture}, keywords = {refinement}, pages = {31-38}, title = {Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement}, year = 2007 }
• 
  Benefits of recruitment in honey bees: effects of ecology and colony size in an individual-based model,. Dornhaus, Anna; Kl{ü}gl, F.; Oechslein, Christoph; Puppe, Frank; Chittka, L. In Behavioral Ecology. 2007.
  • [ BibTeX ]
  • [ URL ]
  @article{dorklue0, author = {Dornhaus, Anna and Kl{\"u}gl, F. and Oechslein, Christoph and Puppe, Frank and Chittka, L.}, journal = {Behavioral Ecology}, keywords = {myown}, title = {Benefits of recruitment in honey bees: effects of ecology and colony size in an individual-based model,}, year = 2007 }
• 
  Measuring Complexity of Multi-Agent Simulations -- An Attempt Using Metrics. Kl{ü}gl, F. In LADS 2007. 2007.
  • [ BibTeX ]
  @inproceedings{kluegl07, author = {Kl{\"u}gl, F.}, booktitle = {LADS 2007}, keywords = {myown}, note = {accepted at LADS 2007}, title = {Measuring Complexity of Multi-Agent Simulations – An Attempt Using Metrics}, year = 2007 }
• 
  KESE: 3rd Workshop on Knowledge Engineering and Software Engineering. Baumeister, Joachim; Seipel, Dietmar. Workshop notes of 30th Annual German Conference on Artificial Intelligence (KI-2007), CEUR Proceedings 282, Osnabrück, Germany, 2007.
  • [ BibTeX ]
  @proceedings{BS:KESE:07, address = {Osnabr\"uck, Germany}, editor = {Baumeister, Joachim and Seipel, Dietmar}, keywords = {myown}, publisher = {Workshop notes of 30th Annual German Conference on Artificial Intelligence (KI-2007), CEUR Proceedings 282}, title = {KESE: 3rd Workshop on Knowledge Engineering and Software Engineering}, year = 2007 }
• 
  KnowWE: community-based knowledge capture with knowledge wikis. Baumeister, Joachim; Reutelshoefer, Jochen; Puppe, Frank. In K-CAP ’07: Proceedings of the 4th international conference on Knowledge capture, pp. 189–190. ACM, Whistler, BC, Canada, 2007.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{1298448, address = {New York, NY, USA}, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Puppe, Frank}, booktitle = {K-CAP '07: Proceedings of the 4th international conference on Knowledge capture}, keywords = {markup}, pages = {189–190}, publisher = {ACM}, title = {KnowWE: community-based knowledge capture with knowledge wikis}, year = 2007 }
• 
  Towards a Formal Framework for Multi-Agent Simulation Models. Kl{ü}gl, F. Institute of Computer Science, University of Wuerzburg, 2007.
  • [ BibTeX ]
  • [ URL ]
  @techreport{kluegl07_, author = {Kl{\"u}gl, F.}, institution = {Institute of Computer Science, University of Wuerzburg}, keywords = {myown}, note = {Technical Report of the Institute of Computer Science, University of Wuerzburg}, title = {Towards a Formal Framework for Multi-Agent Simulation Models}, year = 2007 }
• 
  {Onto Confounding-Aware Subgroup Discovery}. Atzmueller, Martin; Puppe, Frank; Buscher, Hans-Peter. In Proc. 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), pp. 163–170. IEEE Press, 2007.
  • [ BibTeX ]
  @inproceedings{APB:07, author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter}, booktitle = {Proc. 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007)}, keywords = {subgroup-discovery}, pages = {163–170}, publisher = {IEEE Press}, title = {{Onto Confounding-Aware Subgroup Discovery}}, year = 2007 }
• 
  {Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining}. Atzmueller, Martin; Seipel, Dietmar. In Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007). Wuerzburg, Germany, 2007.
  • [ BibTeX ]
  @inproceedings{AS:07, address = {Wuerzburg, Germany}, author = {Atzmueller, Martin and Seipel, Dietmar}, booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007)}, keywords = {subgroup-discovery}, title = {{Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining}}, year = 2007 }
• 
  {Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery}. Atzmueller, Martin. In Vol. 307 of Dissertations in Artificial Intelligence-Infix (Diski). IOS Press, 2007.
  • [ BibTeX ]
  • [ URL ]
  @book{Atzmueller:07, author = {Atzmueller, Martin}, keywords = {experience}, month = {03}, publisher = {IOS Press}, series = {Dissertations in Artificial Intelligence-Infix (Diski)}, title = {{Knowledge-Intensive Subgroup Mining – Techniques for Automatic and Interactive Discovery}}, volume = 307, year = 2007 }
• 
  {www.icd-forum.de - Ein internetbasiertes Programm für Patienten mit implantiertem Cardioverter Defibrillator}. Schulz, Stefan; Baumeister, Joachim; Crössmann, Alexander; Puppe, Frank; Pauli, Paul. 2007.
  • [ BibTeX ]
  @misc{SBCANPP:07, author = {Schulz, Stefan and Baumeister, Joachim and Cr\"ossmann, Alexander and Puppe, Frank and Pauli, Paul}, howpublished = {Beitr\"age zur Gesundheitspsychologie, Gm\"under Hochschulreihe Nr. 29}, keywords = {myown}, title = {{www.icd-forum.de - Ein internetbasiertes Programm f\"ur Patienten mit implantiertem Cardioverter Defibrillator}}, year = 2007 }
• 
  Pattern-Constrained Test Case Generation. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In FLAIRS’07: Proceedings of the 20th International Florida Artificial Intelligence Research Society Conference, pp. 518–523. AAAI Press, 2007.
  • [ BibTeX ]
  @inproceedings{ABP:FLAIRS:07, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {FLAIRS'07: Proceedings of the 20th International Florida Artificial Intelligence Research Society Conference}, keywords = {evaluation}, pages = {518-523}, publisher = {AAAI Press}, title = {Pattern-Constrained Test Case Generation}, year = 2007 }
• 
  {Causal Subgroup Analysis for Detecting Confounding}. Atzmueller, Martin; Puppe, Frank. In Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007). Wuerzburg, Germany, 2007.
  • [ BibTeX ]
  @inproceedings{AP:07a, address = {Wuerzburg, Germany}, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007)}, keywords = {subgroup-discovery}, title = {{Causal Subgroup Analysis for Detecting Confounding}}, year = 2007 }
• 
  {Pattern-Constrained Test Case Generation}. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In Proc. 20th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2007), pp. 518–523. AAAI Press, 2007.
  • [ BibTeX ]
  @inproceedings{ABP:07, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 20th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2007)}, keywords = {subgroup-discovery}, pages = {518–523}, publisher = {AAAI Press}, title = {{Pattern-Constrained Test Case Generation}}, year = 2007 }
• 
  Proceedings of the Workshop: ’Knowledge and Experience Management’ (German SIG meeting, FGWM). Baumeister, Joachim; Schaaf, Martin. 2007.
  • [ BibTeX ]
  @proceedings{BS:FGWM:07, editor = {Baumeister, Joachim and Schaaf, Martin}, keywords = {myown}, month = {09}, title = {Proceedings of the Workshop: 'Knowledge and Experience Management' (German SIG meeting, FGWM)}, year = 2007 }
• 
  Der simulierte Konsument. Fehler, Manuel; Kl{ü}gl, F.; Puppe, Frank; Rauh, J.; Schenk, T. A. 2007.
  • [ BibTeX ]
  @misc{fehklue0, author = {Fehler, Manuel and Kl{\"u}gl, F. and Puppe, Frank and Rauh, J. and Schenk, T. A.}, keywords = {myown}, note = {in. R. Klein and J. Rauh (eds). Methoden der Geographischen Handelsforschung, Schriftenreihe 'Geographische Handelsforschung', Bd 13, LIS Verlag, Passau}, title = {Der simulierte Konsument}, year = 2007 }
• 
  Semiautomatische Erstellung diagnostischer Trainingsf{ä}lle aus der elektronischen Patientenakte - Anonymisierung, Strukturierung und Kodierung. Schuhmann, M.; von Sch{ö}n, P.; H{ö}rnlein, A.; Puppe, Frank. In eLearning in der Medizin und Zahnmedizin Proceedings zum 11. Workshop der GMDS AG "Computergest{ü}tzte Lehr- und Lernsysteme in der Medizin" der deutschen Gesellschaft f{ü}r Medizinische Informatik. Biometrie und Epidemiologie (GMDS), Universit{ä}t Rostock, 17./18. Mai 2007, Aachen. Shaker Verlag, 2007.
  • [ BibTeX ]
  @inproceedings{schvon07, author = {Schuhmann, M. and von Sch{\"o}n, P. and H{\"o}rnlein, A. and Puppe, Frank}, booktitle = {eLearning in der Medizin und Zahnmedizin Proceedings zum 11. Workshop der GMDS AG "Computergest{\"u}tzte Lehr- und Lernsysteme in der Medizin" der deutschen Gesellschaft f{\"u}r Medizinische Informatik. Biometrie und Epidemiologie (GMDS), Universit{\"a}t Rostock, 17./18. Mai 2007, Aachen}, keywords = {myown}, publisher = {Shaker Verlag}, title = {Semiautomatische Erstellung diagnostischer Trainingsf{\"a}lle aus der elektronischen Patientenakte - Anonymisierung, Strukturierung und Kodierung}, year = 2007 }
• 
  {Semantic Wiki}. Schaffert, Sebastian; Bry, Fran\c{c}ois; Baumeister, Joachim; Kiesel, Malte. In Informatik Spektrum, 30(6), pp. 434–439. 2007.
  • [ BibTeX ]
  @article{SBBK:07, author = {Schaffert, Sebastian and Bry, Fran\c{c}ois and Baumeister, Joachim and Kiesel, Malte}, journal = {Informatik Spektrum}, keywords = {wiki}, number = 6, pages = {434-439}, title = {{Semantic Wiki}}, volume = 30, year = 2007 }
• 
  Using Knowledge Wikis to Support Scientific Communities. Baumeister, Joachim; Reutelshoefer, Jochen; Nadrowski, Karin; Misok, Axel. In SCOOP’07: Proceedings of 1st Workshop on Scientific Communities of Practice. Bremen, Germany, 2007.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BRNM:SCOOP:07, address = {Bremen, Germany}, author = {Baumeister, Joachim and Reutelshoefer, Jochen and Nadrowski, Karin and Misok, Axel}, booktitle = {SCOOP'07: Proceedings of 1st Workshop on Scientific Communities of Practice}, keywords = {wiki}, title = {Using Knowledge Wikis to Support Scientific Communities}, year = 2007 }
• 
  Large-Scale Agent-Based Pedestrian Simulation. Kl{ü}gl, F. 2007.
  • [ BibTeX ]
  @misc{kluegl07_aa, author = {Kl{\"u}gl, F.}, keywords = {myown}, note = {accepted at MATES 2007}, title = {Large-Scale Agent-Based Pedestrian Simulation}, year = 2007 }
• 
  Medizinische Trainingsfallerstellung im Web 2.0 -- d3web.CaseAuthor. Schuhmann, M.; Klar, A.; H{ö}rnlein, A.; Puppe, Frank. In eLearning in der Medizin und Zahnmedizin Proceedings zum 11. Workshop der GMDS AG "Computergest{ü}tzte Lehr- und Lernsysteme in der Medizin" der deutschen Gesellschaft f{ü}r Medizinische Informatik. Biometrie und Epidemiologie (GMDS), Universit{ä}t Rostock, 17./18. Mai 2007, Aachen. Shaker Verlag, 2007.
  • [ BibTeX ]
  @inproceedings{schkla07, author = {Schuhmann, M. and Klar, A. and H{\"o}rnlein, A. and Puppe, Frank}, booktitle = {eLearning in der Medizin und Zahnmedizin Proceedings zum 11. Workshop der GMDS AG "Computergest{\"u}tzte Lehr- und Lernsysteme in der Medizin" der deutschen Gesellschaft f{\"u}r Medizinische Informatik. Biometrie und Epidemiologie (GMDS), Universit{\"a}t Rostock, 17./18. Mai 2007, Aachen}, keywords = {myown}, publisher = {Shaker Verlag}, title = {Medizinische Trainingsfallerstellung im Web 2.0 – d3web.CaseAuthor}, year = 2007 }

• 
  Simulation. Herrler, Rainer; Kl{ü}gl, F. In Multiagent Engineering - Theory and Applications in Enterprises - Series: International Handbooks on Information Systems. Springer Verlag, 2006.
  • [ BibTeX ]
  @inproceedings{herklue0, author = {Herrler, Rainer and Kl{\"u}gl, F.}, booktitle = {Multiagent Engineering - Theory and Applications in Enterprises - Series: International Handbooks on Information Systems}, keywords = {myown}, note = {In. S. Kirn and O. Herzog and P. Lockemann and O. Spaniol (eds.) Multiagent Engineering - Theory and Applications in Enterprises - Series: International Handbooks on Information Systems, 2006 (= Chapter V2)}, publisher = {Springer Verlag}, title = {Simulation}, year = 2006 }
• 
  Conservative and Creative Strategies for the Refinement of Scoring Rules. Baumeister, Joachim; Atzmueller, Martin; Kluegl, Peter; Puppe, Frank. In FLAIRS’06: Proceedings of the 19th International Florida Artificial Intelligence Research Society Conference, pp. 408–413. AAAI Press, 2006.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BAKP:FLAIRS:06, author = {Baumeister, Joachim and Atzmueller, Martin and Kluegl, Peter and Puppe, Frank}, booktitle = {FLAIRS'06: Proceedings of the 19th International Florida Artificial Intelligence Research Society Conference}, keywords = {refinement}, pages = {408-413}, publisher = {AAAI Press}, title = {Conservative and Creative Strategies for the Refinement of Scoring Rules}, year = 2006 }
• 
  Semi-Automatic Learning of Simple Diagnostic Scores utilizing Complexity Measures. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In Artificial Intelligence in Medicine, 37(1), pp. 19–30. 2006.
  • [ BibTeX ]
  @article{ABP:AIM:06, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, journal = {Artificial Intelligence in Medicine}, keywords = {rule}, number = 1, pages = {19-30}, title = {Semi-Automatic Learning of Simple Diagnostic Scores utilizing Complexity Measures}, volume = 37, year = 2006 }
• 
  Conservative and Creative Strategies for the Refinement of Scoring Rules. Baumeister, Joachim; Atzmueller, Martin; Kluegl, Peter; Puppe, Frank. In FLAIRS’06: Proceedings of the 19th International Florida Artificial Intelligence Research Society Conference, pp. 408–413. AAAI Press, 2006.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BAKP:FLAIRS:06, author = {Baumeister, Joachim and Atzmueller, Martin and Kluegl, Peter and Puppe, Frank}, booktitle = {FLAIRS'06: Proceedings of the 19th International Florida Artificial Intelligence Research Society Conference}, keywords = {refinement}, pages = {408-413}, publisher = {AAAI Press}, title = {Conservative and Creative Strategies for the Refinement of Scoring Rules}, year = 2006 }
• 
  An Agent-Based Approach to Combined Route and Mode Choice,. Andriotti, Gustavo; Kl{ü}gl, F.; Rindsf{ü}ser, G. 2006.
  • [ BibTeX ]
  @misc{andklue06_, author = {Andriotti, Gustavo and Kl{\"u}gl, F. and Rindsf{\"u}ser, G.}, keywords = {myown}, note = {EWGT (European Working Group Meeting on Transportation), Sept. 2006, Bari, Italy}, title = {An Agent-Based Approach to Combined Route and Mode Choice,}, year = 2006 }
• 
  SeSAm: Implementation of Agent-Based Simulation Using Visual Programming,. Kl{ü}gl, F.; Herrler, Rainer; Fehler, Manuel. In AAMAS 2006, pp. 8–12. ACM Press, 2006.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{klueher0aa, author = {Kl{\"u}gl, F. and Herrler, Rainer and Fehler, Manuel}, booktitle = {AAMAS 2006}, keywords = {myown}, note = {AAMAS 2006, May, 2006, Hakodate, ACM Press, p 1439f}, pages = {8–12}, publisher = {ACM Press}, title = {SeSAm: Implementation of Agent-Based Simulation Using Visual Programming,}, year = 2006 }
• 
  {Case-Based Characterization and Analysis of Subgroup Patterns}. Atzmueller, Martin; Puppe, Frank. In Proc. LWA 2006 (KDML Special Track), Hildesheimer Informatik Berichte. University of Hildesheim, 2006.
  • [ BibTeX ]
  @inproceedings{AP:06a, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. LWA 2006 (KDML Special Track), Hildesheimer Informatik Berichte}, keywords = {subgroup-discovery}, publisher = {University of Hildesheim}, title = {{Case-Based Characterization and Analysis of Subgroup Patterns}}, year = 2006 }
• 
  Designing components for multiagent simulation,. Triebig, Cornelia; Kl{ü}gl, F. In Agent-Based Modeling & Simulation Symposium at EMCSR, Wien, April 2006. 2006.
  • [ BibTeX ]
  @inproceedings{triklue06_lalal, author = {Triebig, Cornelia and Kl{\"u}gl, F.}, booktitle = {Agent-Based Modeling & Simulation Symposium at EMCSR, Wien, April 2006}, keywords = {myown}, title = {Designing components for multiagent simulation,}, year = 2006 }
• 
  Visual Development of Temporal Patterns for Medical Data Abstraction. Bruemmer, Norman; Baumeister, Joachim; Riewenherm, Daniel; Puppe, Frank; Broscheit, Jens. In IDAMAP’06: Proceedings of the Workshop on Intelligent Data Analysis in Biomedicine and Pharmacology, pp. 37–38. 2006.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BBRPB:06, author = {Bruemmer, Norman and Baumeister, Joachim and Riewenherm, Daniel and Puppe, Frank and Broscheit, Jens}, booktitle = {IDAMAP'06: Proceedings of the Workshop on Intelligent Data Analysis in Biomedicine and Pharmacology}, keywords = {temporalReasoning}, pages = {37-38}, title = {Visual Development of Temporal Patterns for Medical Data Abstraction}, year = 2006 }
• 
  Verification and Refactoring of Ontologies With Rules. Baumeister, Joachim; Seipel, Dietmar. In EKAW’06: Proceedings of the 15th International Conference on Knowledge Engineering and Knowledge Management, pp. 82–95. 2006.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BS:EKAW:06, author = {Baumeister, Joachim and Seipel, Dietmar}, booktitle = {EKAW'06: Proceedings of the 15th International Conference on Knowledge Engineering and Knowledge Management}, keywords = {ontology}, pages = {82-95}, title = {Verification and Refactoring of Ontologies With Rules}, year = 2006 }
• 
  {Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery}. Technical Report (PhD dissertation), . Atzmueller, Martin. PhD dissertation. Department of Computer Science, University of Würzburg, 2006.
  • [ BibTeX ]
  @phdthesis{Atzmueller:06, author = {Atzmueller, Martin}, keywords = {intelligent}, school = {Department of Computer Science, University of Würzburg}, title = {{Knowledge-Intensive Subgroup Mining – Techniques for Automatic and Interactive Discovery}}, year = 2006 }
• 
  {SD-Map -- A Fast Algorithm for Exhaustive Subgroup Discovery}. Atzmueller, Martin; Puppe, Frank. In Proc. 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2006), of LNAI, pp. 6–17. 2006.
  • [ BibTeX ]
  @inproceedings{AP:06a, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2006)}, keywords = {discovery}, number = 4213, pages = {6-17}, series = {LNAI}, title = {{SD-Map – A Fast Algorithm for Exhaustive Subgroup Discovery}}, year = 2006 }
• 
  Relations between Visual and Textual Representations of Temporal Patterns for Medical Data Abstraction. Technical Report (394), . Bruemmer, Norman; Baumeister, Joachim; Puppe, Frank. Computer Science, University of Würzburg, Germany, 2006.
  • [ BibTeX ]
  • [ URL ]
  @techreport{BBP:TR:06, author = {Bruemmer, Norman and Baumeister, Joachim and Puppe, Frank}, institution = {Computer Science, University of W\"urzburg, Germany}, keywords = {temporalReasoning}, number = 394, title = {Relations between Visual and Textual Representations of Temporal Patterns for Medical Data Abstraction}, year = 2006 }
• 
  {Conservative and Creative Strategies for the Refinement of Scoring Rules}. Baumeister, Joachim; Atzmueller, Martin; Kluegl, Peter; Puppe, Frank. In Proc. 19th Intl. Florida Artificial Intelligence Research Society Conference 2006 (FLAIRS-2006), G. Sutcliffe, R. Goebel (eds.), pp. 408–413. AAAI Press, 2006.
  • [ BibTeX ]
  @inproceedings{BAKP:06, author = {Baumeister, Joachim and Atzmueller, Martin and Kluegl, Peter and Puppe, Frank}, booktitle = {Proc. 19th Intl. Florida Artificial Intelligence Research Society Conference 2006 (FLAIRS-2006)}, editor = {Sutcliffe, Geoff and Goebel, Randy}, keywords = {refinement}, pages = {408–413}, publisher = {AAAI Press}, title = {{Conservative and Creative Strategies for the Refinement of Scoring Rules}}, year = 2006 }
• 
  {SD-Map - A Fast Algorithm for Exhaustive Subgroup Discovery.}. Atzmueller, Martin; Puppe, Frank. In Proc. 10th European Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD 2006), pp. 6–17. 2006.
  • [ BibTeX ]
  @inproceedings{AP:06, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 10th European Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD 2006)}, keywords = {knowledge}, pages = {6-17}, title = {{SD-Map - A Fast Algorithm for Exhaustive Subgroup Discovery.}}, year = 2006 }
• 
  Reusable Components for Multiagent Simulation. Triebig, Cornelia; Kl{ü}gl, F. In Proceedings of the 2nd Workshop on Knowledge Engineering and Software Engineering (KESE), Workshop at the 29th Annual German Conference of Artificial Intelligence (KI-2006), D. Baumeister (ed.). 2006.
  • [ BibTeX ]
  @inproceedings{triklue0kese, author = {Triebig, Cornelia and Kl{\"u}gl, F.}, booktitle = {Proceedings of the 2nd Workshop on Knowledge Engineering and Software Engineering (KESE), Workshop at the 29th Annual German Conference of Artificial Intelligence (KI-2006)}, editor = {Baumeister, D.}, keywords = {myown}, title = {Reusable Components for Multiagent Simulation}, year = 2006 }
• 
  {Introspective Subgroup Analysis for Interactive Knowledge Refinement}. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In Proc. 19th International Florida Artificial Intelligence Research Society Conference 2006 (FLAIRS-2006), pp. 402–407. AAAI Press, 2006.
  • [ BibTeX ]
  @inproceedings{ABP:06, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 19th International Florida Artificial Intelligence Research Society Conference 2006 (FLAIRS-2006)}, keywords = {knowledge}, pages = {402–407}, publisher = {AAAI Press}, title = {{Introspective Subgroup Analysis for Interactive Knowledge Refinement}}, year = 2006 }
• 
  KESE: 2nd Workshop on Knowledge Engineering and Software Engineering. Baumeister, Joachim; Seipel, Dietmar. Workshop notes of 29th Annual German Conference on Artificial Intelligence (KI-2006), Bremen, Germany, 2006.
  • [ BibTeX ]
  @proceedings{BS:KESE:06, address = {Bremen, Germany}, editor = {Baumeister, Joachim and Seipel, Dietmar}, keywords = {myown}, publisher = {Workshop notes of 29th Annual German Conference on Artificial Intelligence (KI-2006)}, title = {KESE: 2nd Workshop on Knowledge Engineering and Software Engineering}, year = 2006 }
• 
  {A Methodological View on Knowledge-Intensive Subgroup Discovery}. Atzmueller, Martin; Puppe, Frank. In Proc. 15th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2006), of LNAI, pp. 318–325. 2006.
  • [ BibTeX ]
  @inproceedings{AP:06b, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 15th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2006)}, keywords = {discovery}, number = 4248, pages = {318–325}, series = {LNAI}, title = {{A Methodological View on Knowledge-Intensive Subgroup Discovery}}, year = 2006 }
• 
  {Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures}. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In Artificial Intelligence in Medicine. Special Issue on Intelligent Data Analysis in Medicine, 37(1), pp. 19–30. 2006.
  • [ BibTeX ]
  @article{ABP:05Score, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, journal = {Artificial Intelligence in Medicine. Special Issue on Intelligent Data Analysis in Medicine}, keywords = {experience}, number = 1, pages = {19–30}, title = {{Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures}}, volume = 37, year = 2006 }
• 
  Multiagentensimulation. Kl{ü}gl, F. In Informatik Spektrum, 29(6), pp. 412–417. 2006.
  • [ BibTeX ]
  • [ URL ]
  @article{kluegl0, author = {Kl{\"u}gl, F.}, journal = {Informatik Spektrum}, keywords = {myown}, note = {Aktuelles Schlagwort), Informatik Spektrum, Vol 29, Nr. 6}, number = 6, pages = {412–417}, title = {Multiagentensimulation}, volume = 29, year = 2006 }
• 
  Approaches for resolving the dilemma between model structure refinement and parameter calibration in agent-based simulations,. Fehler, Manuel; Kl{ü}gl, F.; Puppe, Frank. In AAMAS 2006, pp. 120–122. 2006.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{fehklue0, author = {Fehler, Manuel and Kl{\"u}gl, F. and Puppe, Frank}, booktitle = {AAMAS 2006}, keywords = {myown}, note = {AAMAS 2006, May 8-12, 2006, Hakodate, ACM Press}, pages = {120–122}, title = {Approaches for resolving the dilemma between model structure refinement and parameter calibration in agent-based simulations,}, year = 2006 }
• 
  {A Datagenerator for Evaluating Machine Learning Methods}. Atzmueller, Martin; Baumeister, Joachim; Goller, Mario; Puppe, Frank. In Künstliche Intelligenz, (03), pp. 57–63. 2006.
  • [ BibTeX ]
  @article{ABGP:06, author = {Atzmueller, Martin and Baumeister, Joachim and Goller, Mario and Puppe, Frank}, journal = {K\"unstliche Intelligenz}, keywords = {subgroup-discovery}, number = {03}, pages = {57–63}, title = {{A Datagenerator for Evaluating Machine Learning Methods}}, year = 2006 }
• 
  Akzeptanz eines Bilderfragen-Quizsystems in der Pathologieausbildung (Patho-WOQ). Schuhmann, Martin; H{ö}rnlein, Alexander; Puppe, Frank; M{ü}ller, Justus G. In Deutsche Gesellschaft f{ü}r Medizinische Informatik, Biometrie und Epidemiologie e.V. - 51. Jahrestagung - 10.-14. September 2006 - Programm- und Abstractband, A. W. M. L{ö}ffler (ed.). J{ü}tte-Messedruck Leipzig GmbH, 2006.
  • [ BibTeX ]
  @inproceedings{hpsv:06_1, author = {Schuhmann, Martin and H{\"o}rnlein, Alexander and Puppe, Frank and M{\"u}ller, Justus G.}, booktitle = {Deutsche Gesellschaft f{\"u}r Medizinische Informatik, Biometrie und Epidemiologie e.V. - 51. Jahrestagung - 10.-14. September 2006 - Programm- und Abstractband}, editor = {L{\"o}ffler, A. Winter M.}, keywords = {myown}, publisher = {J{\"u}tte-Messedruck Leipzig GmbH}, title = {Akzeptanz eines Bilderfragen-Quizsystems in der Pathologieausbildung (Patho-WOQ)}, year = 2006 }
• 
  A Datagenerator for Evaluating Machine Learning Methods. Atzmueller, Martin; Baumeister, Joachim; Goller, Mario; Puppe, Frank. In Künstliche Intelligenz, 3/06, pp. 57–63. arendtap, 2006.
  • [ BibTeX ]
  @article{ABGP:KI:06, author = {Atzmueller, Martin and Baumeister, Joachim and Goller, Mario and Puppe, Frank}, journal = {K\"unstliche Intelligenz}, keywords = {learning}, pages = {57-63}, publisher = {arendtap}, title = {A Datagenerator for Evaluating Machine Learning Methods}, volume = {3/06}, year = 2006 }
• 
  Introspective Subgroup Analysis for Interactive Knowledge Refinement. Baumeister, Joachim; Atzmueller, Martin; Puppe, Frank. In FLAIRS’06: Proceedings of the 19th International Florida Artificial Intelligence Research Society Conference, pp. 402–407. AAAI Press, 2006.
  • [ BibTeX ]
  @inproceedings{ABP:FLAIRS:06, author = {Baumeister, Joachim and Atzmueller, Martin and Puppe, Frank}, booktitle = {FLAIRS'06: Proceedings of the 19th International Florida Artificial Intelligence Research Society Conference}, keywords = {rule}, pages = {402-407}, publisher = {AAAI Press}, title = {Introspective Subgroup Analysis for Interactive Knowledge Refinement}, year = 2006 }
• 
  Semi-Distributed Development of Agent-Based Consultation Systems. Buscher, Georg; Baumeister, Joachim; Puppe, Frank; Seipel, Dietmar. In EKAW’06: Poster--Proceedings of the 15th International Conference on Knowledge Engineering and Knowledge Management. 2006.
  • [ BibTeX ]
  @inproceedings{BBPS:EKAW:06, author = {Buscher, Georg and Baumeister, Joachim and Puppe, Frank and Seipel, Dietmar}, booktitle = {EKAW'06: Poster–Proceedings of the 15th International Conference on Knowledge Engineering and Knowledge Management}, keywords = {myown}, title = {Semi-Distributed Development of Agent-Based Consultation Systems}, year = 2006 }
• 
  Adaptivity and Scheduling. Herrler, Rainer; Puppe, Frank. In Multiagent Engineering - Theory and Applications in Enterprises, pp. 277–300. Springer Verlag, 2006.
  • [ BibTeX ]
  @inproceedings{herpup06, author = {Herrler, Rainer and Puppe, Frank}, booktitle = {Multiagent Engineering - Theory and Applications in Enterprises}, keywords = {myown}, note = {In: Multiagent Engineering - Theory and Applications in Enterprises, Editors: Kirn Herzog Lockemann Spaniol}, pages = {277–300}, publisher = {Springer Verlag}, title = {Adaptivity and Scheduling}, year = 2006 }
• 
  From Macro to Micro Econometric Models: Agent-based Simulation of Route and Mode Choice,. Andriotti, Gustavo; Kl{ü}gl, F. In In. K. Fischer et al. (eds) Multi-Agent Technologies, (Proceedings of the 4th MATES, Sept. 2006), LNAI. Springer Verlag, 2006.
  • [ BibTeX ]
  @inproceedings{andklue0, author = {Andriotti, Gustavo and Kl{\"u}gl, F.}, booktitle = {In. K. Fischer et al. (eds) Multi-Agent Technologies, (Proceedings of the 4th MATES, Sept. 2006), LNAI}, keywords = {myown}, publisher = {Springer Verlag}, title = {From Macro to Micro Econometric Models: Agent-based Simulation of Route and Mode Choice,}, year = 2006 }
• 
  Performance of insect-inspired self-organized task allocation mechanisms,. Kl{ü}gl, F.; Dornhaus, Anna. In AISB Symposium: Theory and Practice of Social Insects Symposium, Bristol, April 2006. 2006.
  • [ Abstract ]
  • [ BibTeX ]
  /~kluegl/pubs/2006/KlueglDornhaus_AISB2006.pdf

  @inproceedings{kluedor0, abstract = {/ kluegl/pubs/2006/KlueglDornhaus_AISB2006.pdf}, author = {Kl{\"u}gl, F. and Dornhaus, Anna}, booktitle = {AISB Symposium: Theory and Practice of Social Insects Symposium, Bristol, April 2006}, keywords = {myown}, title = {Performance of insect-inspired self-organized task allocation mechanisms,}, year = 2006 }
• 
  Learning for Analysis and Calibration in Agent-Based Simulation,. Fehler, Manuel; Kl{ü}gl, F.; Puppe, Frank. In ALAMAS 2006. 2006.
  • [ BibTeX ]
  @inproceedings{fehklue06_, author = {Fehler, Manuel and Kl{\"u}gl, F. and Puppe, Frank}, booktitle = {ALAMAS 2006}, keywords = {myown}, note = {ALAMAS 2006, Br{\"u}ssel, April 2006}, title = {Learning for Analysis and Calibration in Agent-Based Simulation,}, year = 2006 }
• 
  Gray Box Robustness Testing of Rule Systems. Baumeister, Joachim; Bregenzer, Jürgen; Puppe, Frank. In KI’06: Proceedings of the 29th Annual German Conference on Artificial Intelligence, LNAI 4314, pp. 346–360. Springer, 2006.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BBF:KI:06, author = {Baumeister, Joachim and Bregenzer, J\"urgen and Puppe, Frank}, booktitle = {KI'06: Proceedings of the 29th Annual German Conference on Artificial Intelligence, LNAI 4314}, keywords = {rule}, pages = {346-360}, publisher = {Springer}, title = {Gray Box Robustness Testing of Rule Systems}, year = 2006 }

• 
  Semi-Automatic Generation of Test Cases by Case Morphing. Baumeister, Joachim; Knauf, Rainer; Puppe, Frank. In FLAIRS’05: Proceedings of the 18th International Florida Artificial Intelligence Research Society Conference, pp. 814–815. AAAI Press, 2005.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BKP:FLAIRS:05, author = {Baumeister, Joachim and Knauf, Rainer and Puppe, Frank}, booktitle = {FLAIRS'05: Proceedings of the 18th International Florida Artificial Intelligence Research Society Conference}, keywords = {evaluation}, pages = {814-815}, publisher = {AAAI Press}, title = {Semi-Automatic Generation of Test Cases by Case Morphing}, year = 2005 }
• 
  Evaluation and Optimization of Clinical Proceedingsesses with Multi-Agent Simulation. Herrler, Rainer; Puppe, Frank. In IJCAI Workshop Agents in Health Care. 2005.
  • [ BibTeX ]
  @inproceedings{herpup05, author = {Herrler, Rainer and Puppe, Frank}, booktitle = {IJCAI Workshop Agents in Health Care}, keywords = {myown}, title = {Evaluation and Optimization of Clinical Proceedingsesses with Multi-Agent Simulation}, year = 2005 }
• 
  Testing the Control Software of High Bay Warehouses Using Agents. Triebig, Cornelia; Credner, T.; Leskien, T.; Deppisch, A.; Fischer, Peter; Landvogt, Stefan. In Multiagent System Technologies, 3rd German Conference, MATES. 2005.
  • [ BibTeX ]
  @inproceedings{tricre05_1, author = {Triebig, Cornelia and Credner, T. and Leskien, T. and Deppisch, A. and Fischer, Peter and Landvogt, Stefan}, booktitle = {Multiagent System Technologies, 3rd German Conference, MATES}, keywords = {myown}, title = {Testing the Control Software of High Bay Warehouses Using Agents}, year = 2005 }
• 
  Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult). Puppe, Frank; Buscher, Georg; Atzmueller, Martin; Huettig, M.; Buscher, Hans-Peter. In Workshop on Current Aspects of Knowledge Management in Medicine (KMM05), Proceedings 3rd Conference Professional Knowledge Management - Experiences and Visions, Kaiserslautern, Germany. 2005.
  • [ BibTeX ]
  @inproceedings{pupbus05_1, author = {Puppe, Frank and Buscher, Georg and Atzmueller, Martin and Huettig, M. and Buscher, Hans-Peter}, booktitle = {Workshop on Current Aspects of Knowledge Management in Medicine (KMM05), Proceedings 3rd Conference Professional Knowledge Management - Experiences and Visions, Kaiserslautern, Germany}, keywords = {myown}, title = {Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult)}, year = 2005 }
• 
  Landscape Abstractions for Agent-based Biodiversity Simulation,. Fehler, Manuel; Kl{ü}gl, F.; Neumann, Michael. In Short paper at 2nd E4MAS (Workshop at AAMAS 2005). 2005.
  • [ BibTeX ]
  @inproceedings{fehklue05_, author = {Fehler, Manuel and Kl{\"u}gl, F. and Neumann, Michael}, booktitle = {Short paper at 2nd E4MAS (Workshop at AAMAS 2005)}, keywords = {myown}, title = {Landscape Abstractions for Agent-based Biodiversity Simulation,}, year = 2005 }
• 
  The Scheduling Agent - Using SeSAm to Implement a Generator of Activity Programs. Rindsf{ü}ser, G.; Kl{ü}gl, F. In Progress in Activity-Based Analysis. Elsevier, 2005.
  • [ BibTeX ]
  @inproceedings{rinklue0awdy, author = {Rindsf{\"u}ser, G. and Kl{\"u}gl, F.}, booktitle = {Progress in Activity-Based Analysis}, keywords = {myown}, note = {In. H. Timmermans (ed.) Progress in Activity-Based Analysis, Elsevier}, publisher = {Elsevier}, title = {The Scheduling Agent - Using SeSAm to Implement a Generator of Activity Programs}, year = 2005 }
• 
  Agent-based Simulation of High-Bay Warehouses. Triebig, Cornelia; Credner, Tanja; Kl{ü}gl, F.; Fischer, Peter; Leskien, T.; Deppisch, A.; Landvogt, Stefan. In Industrial and Application Track of CEEMAS 2005. 2005.
  • [ BibTeX ]
  @inproceedings{tricre05, author = {Triebig, Cornelia and Credner, Tanja and Kl{\"u}gl, F. and Fischer, Peter and Leskien, T. and Deppisch, A. and Landvogt, Stefan}, booktitle = {Industrial and Application Track of CEEMAS 2005}, keywords = {myown}, note = {accepted at the Industrial and Application Track of CEEMAS 2005}, title = {Agent-based Simulation of High-Bay Warehouses}, year = 2005 }
• 
  Evaluation of a novel case-based Training Program (d3web.Train) in Hematology. Kr{ä}mer, Doris; Reimer, Stanislaus; H{ö}rnlein, Alexander; Betz, Christian; Puppe, Frank; Kneitz, Christian. In Annals of Hematology, Online First. Springer Verlag, 2005.
  • [ BibTeX ]
  @article{KRHBPK:05, author = {Kr{\"a}mer, Doris and Reimer, Stanislaus and H{\"o}rnlein, Alexander and Betz, Christian and Puppe, Frank and Kneitz, Christian}, journal = {Annals of Hematology}, keywords = {myown}, publisher = {Springer Verlag}, title = {Evaluation of a novel case-based Training Program (d3web.Train) in Hematology}, volume = {Online First}, year = 2005 }
• 
  Experiences with generating diagnostic training cases from dismissal reports. Betz, C.; H{ö}rnlein, A.; Puppe, F. In eLearning in der Medizin und Zahnmedizin - Proceedings zum 9. Workshop der GMDS AG Computergest{ü}tzte Lehr- und Lernsysteme in der Medizin, Freiburg, 13. September 2005. Quintessenz Verlags-GmbH, 2005.
  • [ BibTeX ]
  @inproceedings{Betz2005GMDS, author = {Betz, C. and H{\"o}rnlein, A. and Puppe, F.}, booktitle = {eLearning in der Medizin und Zahnmedizin - Proceedings zum 9. Workshop der GMDS AG Computergest{\"u}tzte Lehr- und Lernsysteme in der Medizin, Freiburg, 13. September 2005}, keywords = {myown}, publisher = {Quintessenz Verlags-GmbH}, title = {Experiences with generating diagnostic training cases from dismissal reports}, year = 2005 }
• 
  Using Subgroup Mining for the Refinement of Knowledge Systems. Atzmueller, Martin; Baumeister, Joachim; Hemsing, Achim; Richter, Ernst-Jürgen; Puppe, Frank. In GfKl’05: Proceedings of the 29th Annual Conference of the German Classification Society. 2005.
  • [ BibTeX ]
  @inproceedings{ABHRP:GFKL:05, author = {Atzmueller, Martin and Baumeister, Joachim and Hemsing, Achim and Richter, Ernst-J\"urgen and Puppe, Frank}, booktitle = {GfKl'05: Proceedings of the 29th Annual Conference of the German Classification Society}, keywords = {refinement}, title = {Using Subgroup Mining for the Refinement of Knowledge Systems}, year = 2005 }
• 
  Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In INAP/WLP’04: Applications of Declarative Programming and Knowledge Management (selected papers), LNAI 3392, pp. 65–78. 2005.
  • [ BibTeX ]
  @inproceedings{ABP:INAP:04, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {INAP/WLP'04: Applications of Declarative Programming and Knowledge Management (selected papers), LNAI 3392}, keywords = {rule}, pages = {65-78}, title = {Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases}, year = 2005 }
• 
  SeSAm: Programmieren von Multiagentensimulationen auf Spezifikationsebene,. Kl{ü}gl, F. In K{ü}nstliche Intelligenz, p. 73f. 2005.
  • [ BibTeX ]
  @article{kluegl0aaaaa, author = {Kl{\"u}gl, F.}, journal = {K{\"u}nstliche Intelligenz}, keywords = {myown}, note = {KI-Markt, 3/2004}, pages = {73f}, title = {SeSAm: Programmieren von Multiagentensimulationen auf Spezifikationsebene,}, year = 2005 }
• 
  User-Centered Consultation by a Society of Agents. Buscher, Georg; Baumeister, Joachim; Seipel, Frank Puppe Dietmar. In K-CAP ’05: Proceedings of the 3rd International Conference on Knowledge Capture, pp. 27–34. Banff, Alberta, Canada, 2005.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BBPS:KCAP:05, author = {Buscher, Georg and Baumeister, Joachim and Seipel, Frank Puppe Dietmar}, booktitle = {K-CAP '05: Proceedings of the 3rd International Conference on Knowledge Capture}, keywords = {myown}, pages = {27–34}, title = {User-Centered Consultation by a Society of Agents}, year = 2005 }
• 
  Short Term Memory and Pattern Matching with Simple Echo State Networks. Fette, Georg; Eggert, Julian. In ICANN (1), Vol. 3696 of Lecture Notes in Computer Science, W. Duch, J. Kacprzyk, E. Oja, S. Zadrozny (eds.), pp. 13–18. Springer, 2005.
  • [ BibTeX ]
  • [ URL ]
  • [ Download ]
  @inproceedings{conf/icann/FetteE05, author = {Fette, Georg and Eggert, Julian}, booktitle = {ICANN (1)}, crossref = {conf/icann/2005-1}, editor = {Duch, Wlodzislaw and Kacprzyk, Janusz and Oja, Erkki and Zadrozny, Slawomir}, keywords = {myown}, pages = {13-18}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Short Term Memory and Pattern Matching with Simple Echo State Networks.}, volume = 3696, year = 2005 }
• 
  Subgroup Mining for Interactive Knowledge Refinement. Atzmueller, Martin; Baumeister, Joachim; Hemsing, Achim; Richter, Ernst-Jürgen; Puppe, Frank. In AIME’05: Proceedings of the 10th Conference on Artificial Intelligence in Medicine, LNAI 3581, pp. 453–462. 2005.
  • [ BibTeX ]
  @inproceedings{ABHRP:AIME:05, author = {Atzmueller, Martin and Baumeister, Joachim and Hemsing, Achim and Richter, Ernst-J\"urgen and Puppe, Frank}, booktitle = {AIME'05: Proceedings of the 10th Conference on Artificial Intelligence in Medicine, LNAI 3581}, keywords = {refinement}, pages = {453-462}, title = {Subgroup Mining for Interactive Knowledge Refinement}, year = 2005 }
• 
  {Anfragesprachen für das Semantic Web}. Baumeister, Joachim; Seipel, Dietmar. In Informatik Spektrum, 28(1), pp. 40–44. 2005.
  • [ BibTeX ]
  • [ URL ]
  @article{BS:IS:05, author = {Baumeister, Joachim and Seipel, Dietmar}, journal = {Informatik Spektrum}, keywords = {ontology}, number = 1, pages = {40-44}, title = {{Anfragesprachen f\"ur das Semantic Web}}, volume = 28, year = 2005 }
• 
  An Intelligent Diagnosis System Handling Multiple Disorders. Shi, Wenqi; Barnden, John A.; Atzmueller, Martin; Baumeister, Joachim. In IFIP International Federation for Information Processing, 163, pp. 421–430. 2005.
  • [ BibTeX ]
  @article{SBAB:IFIP:05, author = {Shi, Wenqi and Barnden, John A. and Atzmueller, Martin and Baumeister, Joachim}, journal = {IFIP International Federation for Information Processing}, keywords = {myown}, pages = {421-430}, title = {An Intelligent Diagnosis System Handling Multiple Disorders}, volume = 163, year = 2005 }
• 
  Declarative Querying and Visualizing Knowledge Bases in {XML}. Seipel, Dietmar; Hopfner, Marbod; Baumeister, Joachim. In INAP/WLP’04: Applications of Declarative Programming and Knowledge Management (selected papers), LNAI 3392, pp. 16–31. 2005.
  • [ BibTeX ]
  @inproceedings{SBH:INAP:04, author = {Seipel, Dietmar and Hopfner, Marbod and Baumeister, Joachim}, booktitle = {INAP/WLP'04: Applications of Declarative Programming and Knowledge Management (selected papers), LNAI 3392}, keywords = {rule}, pages = {16-31}, title = {Declarative Querying and Visualizing Knowledge Bases in {XML}}, year = 2005 }
• 
  A Rule-Based vs. a Set-Covering Implementation of the Knowledge System LIMPACT and its Significance for Maintenance and Discovery of Ecological Knowledge. Neumann, Michael; Baumeister, Joachim. In Modelling Community Structure in Freshwater Ecosystems, pp. 401–410. 2005.
  • [ BibTeX ]
  @inproceedings{NB:05, author = {Neumann, Michael and Baumeister, Joachim}, booktitle = {Modelling Community Structure in Freshwater Ecosystems}, keywords = {rule}, pages = {401-410}, title = {A Rule-Based vs. a Set-Covering Implementation of the Knowledge System LIMPACT and its Significance for Maintenance and Discovery of Ecological Knowledge}, year = 2005 }
• 
  Case Studies on the Braess Paradox: simulating route recommendation and learning in abstract and microscopic models,. Bazzan, Ana L. C.; Kl{ü}gl, F. In Transportation Research C, 13(4), pp. 299–313. 2005.
  • [ BibTeX ]
  @article{bazklue05_, author = {Bazzan, Ana L. C. and Kl{\"u}gl, F.}, journal = {Transportation Research C}, keywords = {myown}, note = {Transportation Research C, 13(4)}, number = 4, pages = {299–313}, title = {Case Studies on the Braess Paradox: simulating route recommendation and learning in abstract and microscopic models,}, volume = 13, year = 2005 }
• 
  Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult) [Extended version of KMM05 paper]. Puppe, Frank; Buscher, Georg; Atzmueller, Martin; Huettig, M.; Buscher, Hans-Peter. In Professional Knowledge Management, LNAI 3782. Springer Verlag, 2005.
  • [ BibTeX ]
  @inproceedings{pupbus05, author = {Puppe, Frank and Buscher, Georg and Atzmueller, Martin and Huettig, M. and Buscher, Hans-Peter}, booktitle = {Professional Knowledge Management, LNAI 3782}, keywords = {myown}, note = {Professional Knowledge Management, LNAI 3782}, publisher = {Springer Verlag}, title = {Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult) [Extended version of KMM05 paper]}, year = 2005 }
• 
  WOQ - Ein einfaches Autorensystem f{ü}r skalierbare Bilderfragen-Quizsysteme im Web. Schuhmann, Martin; H{ö}rnlein, Alexander; Puppe, Frank; M{ü}ller, Justus G. In eLearning in der Medizin und Zahnmedizin - Proceedings zum 9. Workshop der GMDS AG Computergest{ü}tzte Lehr- und Lernsysteme in der Medizin, Freiburg, 13. September 2005. Quintessenz Verlags-GmbH, 2005.
  • [ BibTeX ]
  @inproceedings{mfhkp:05_3, author = {Schuhmann, Martin and H{\"o}rnlein, Alexander and Puppe, Frank and M{\"u}ller, Justus G.}, booktitle = {eLearning in der Medizin und Zahnmedizin - Proceedings zum 9. Workshop der GMDS AG Computergest{\"u}tzte Lehr- und Lernsysteme in der Medizin, Freiburg, 13. September 2005}, keywords = {myown}, publisher = {Quintessenz Verlags-GmbH}, title = {WOQ - Ein einfaches Autorensystem f{\"u}r skalierbare Bilderfragen-Quizsysteme im Web}, year = 2005 }
• 
  About the Role of the Environment in Multi-agent Simulations. Kl{ü}gl, F.; Fehler, Manuel; Herrler, Rainer. In E4MAS 2004 Proceedings, pp. 127–149. Springer Verlag, 2005.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluefeh0, author = {Kl{\"u}gl, F. and Fehler, Manuel and Herrler, Rainer}, booktitle = {E4MAS 2004 Proceedings}, keywords = {myown}, pages = {127–149}, publisher = {Springer Verlag}, title = {About the Role of the Environment in Multi-agent Simulations.}, year = 2005 }
• 
  {Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement}. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In Proc. 13th Leipziger Informatik-Tage 2005 (LIT 2005), of LNI, pp. 101–106. 2005.
  • [ BibTeX ]
  @inproceedings{ABP:05, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 13th Leipziger Informatik-Tage 2005 (LIT 2005)}, keywords = {experience}, pages = {101-106}, series = {LNI}, title = {{Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement}}, year = 2005 }
• 
  Calibrating agent-based simulations. Fehler, Manuel; Kl{ü}gl, F.; Puppe, Frank. In EUMAS 2005, 3rd European Workshop on Multi-Agent Systems, Br{ü}ssel 2005. 2005.
  • [ BibTeX ]
  @inproceedings{fehklue0, author = {Fehler, Manuel and Kl{\"u}gl, F. and Puppe, Frank}, booktitle = {EUMAS 2005, 3rd European Workshop on Multi-Agent Systems, Br{\"u}ssel 2005}, keywords = {myown}, title = {Calibrating agent-based simulations}, year = 2005 }
• 
  Reducing the Effects of the Braess Paradox with Information Manipulation. Bazzan, Ana L. C.; Kl{ü}gl, F. In Applications of Agent Technology in Traffic and Transportation. Birkh{ä}user, 2005.
  • [ BibTeX ]
  @inproceedings{bazklue05_, author = {Bazzan, Ana L. C. and Kl{\"u}gl, F.}, booktitle = {Applications of Agent Technology in Traffic and Transportation}, keywords = {myown}, note = {In.: kluegl et al. (eds.) Applications of Agent Technology in Traffic and Transportation, Birkh{\"a}use, 2005}, publisher = {Birkh{\"a}user}, title = {Reducing the Effects of the Braess Paradox with Information Manipulation.}, year = 2005 }
• 
  {Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery}. Atzmueller, Martin; Puppe, Frank; Buscher, Hans-Peter. In Proc. 19th International Joint Conference on Artificial Intelligence (IJCAI-05), pp. 647–652. Edinburgh, Scotland, 2005.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{APB:05a, address = {Edinburgh, Scotland}, author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter}, booktitle = {Proc. 19th International Joint Conference on Artificial Intelligence (IJCAI-05)}, keywords = {experience}, pages = {647–652}, title = {{Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery}}, year = 2005 }
• 
  A PROLOG Tool for Slicing Source Code. Hopfner, Marbod; Seipel, Dietmar; Baumeister, Joachim. In WLP’05: Proceedings of the 19th Workshop on (Constraint) Logic Programming. 2005.
  • [ BibTeX ]
  @inproceedings{HSB:WLP:05, author = {Hopfner, Marbod and Seipel, Dietmar and Baumeister, Joachim}, booktitle = {WLP'05: Proceedings of the 19th Workshop on (Constraint) Logic Programming}, keywords = {prolog}, title = {A PROLOG Tool for Slicing Source Code}, year = 2005 }
• 
  {An Intelligent Diagnosis System Handling Multiple Disorders}. Shi, Wenqi; Barnden, John A.; Atzmueller, Martin; Baumeister, Joachim. In In: Intelligent information processing II, pp. 421–430. 2005.
  • [ BibTeX ]
  @inbook{SBAB:05, author = {Shi, Wenqi and Barnden, John A. and Atzmueller, Martin and Baumeister, Joachim}, keywords = {intelligent}, pages = {421–430}, series = {In: Intelligent information processing II}, title = {{An Intelligent Diagnosis System Handling Multiple Disorders}}, year = 2005 }
• 
  Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases (extended version). Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In Proc. 15th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004), of LNAI, pp. 65–78. 2005.
  • [ BibTeX ]
  @inproceedings{ABP:05a, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 15th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004)}, keywords = {data}, number = 3392, pages = {65–78}, series = {LNAI}, title = {Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases (extended version)}, year = 2005 }
• 
  {Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult)}. Puppe, Frank; Buscher, Georg; Atzmueller, Martin; Huettig, Matthias; Buscher, Hans-Peter. In {Professional Knowledge Management}, of LNAI, p. 319–-329. 2005.
  • [ BibTeX ]
  @inproceedings{PBAHB:05, author = {Puppe, Frank and Buscher, Georg and Atzmueller, Martin and Huettig, Matthias and Buscher, Hans-Peter}, booktitle = {{Professional Knowledge Management}}, keywords = {knowledge}, number = 3782, pages = {319–-329}, series = {LNAI}, title = {{Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult)}}, year = 2005 }
• 
  {Profiling Examiners using Intelligent Subgroup Mining}. Atzmueller, Martin; Puppe, Frank; Buscher, Hans-Peter. In Proc. 10th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2005), pp. 46–51. Aberdeen, Scotland, 2005.
  • [ BibTeX ]
  @inproceedings{APB:05b, address = {Aberdeen, Scotland}, author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter}, booktitle = {Proc. 10th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2005)}, keywords = {experience}, pages = {46–51}, title = {{Profiling Examiners using Intelligent Subgroup Mining}}, year = 2005 }
• 
  {Interoperability of Case-Based Training Systems in Medicine: The CASEPORT Approach}. Holzer, Matthias; Hörnlein, Alexander; Atzmueller, Martin; Singer, Rainer; Schlott, Stefan; Leven, Franz-Josef; Puppe, Frank; Fischer, Martin R. In Proc. 9th Workshop of the GMDS AG. Quintessenz Verlags-GmbH, Berlin, Germany, 2005.
  • [ BibTeX ]
  @inproceedings{HHASSLPF:05, address = {Berlin, Germany}, author = {Holzer, Matthias and Hörnlein, Alexander and Atzmueller, Martin and Singer, Rainer and Schlott, Stefan and Leven, Franz-Josef and Puppe, Frank and Fischer, Martin R.}, booktitle = {Proc. 9th Workshop of the GMDS AG}, keywords = {case-based}, publisher = {Quintessenz Verlags-GmbH}, title = {{Interoperability of Case-Based Training Systems in Medicine: The CASEPORT Approach}}, year = 2005 }
• 
  Multi Agent System Simulation for the Generation of Individual Activity Programs. Rindsf{ü}ser, G.; Kl{ü}gl, F.; Freudenstein, J. In Applications of Agent Technology in Traffic and Transportation. Birkh{ä}user, 2005.
  • [ BibTeX ]
  @inproceedings{rinklue05_, author = {Rindsf{\"u}ser, G. and Kl{\"u}gl, F. and Freudenstein, J.}, booktitle = {Applications of Agent Technology in Traffic and Transportation}, keywords = {myown}, note = {In.: kluegl et al. (eds.) Applications of Agent Technology in Traffic and Transportation, Birkh{\"a}use, 2005}, publisher = {Birkh{\"a}user}, title = {Multi Agent System Simulation for the Generation of Individual Activity Programs}, year = 2005 }
• 
  Multiagent System Technologies. Eymann, T.; Kl{ü}gl, F.; Lamersdorf, W.; Klusch, M.; Huhns, M. N. In LNAI 3550, 2005. Springer Verlag, 2005.
  • [ BibTeX ]
  @inproceedings{eymklue0, author = {Eymann, T. and Kl{\"u}gl, F. and Lamersdorf, W. and Klusch, M. and Huhns, M. N.}, booktitle = {LNAI 3550, 2005}, keywords = {myown}, publisher = {Springer Verlag}, title = {Multiagent System Technologies}, year = 2005 }
• 
  Interoperability of case-based training systems in medicine: The CASEPORT approach. Holzer, Matthias; H{ö}rnlein, Alexander; Atzmueller, Martin; Singer, Reiner; Schlott, Stefan; Leven, Franz-Josef; Puppe, Frank; Fischer, Martin R. In eLearning in der Medizin und Zahnmedizin - Proceedings zum 9. Workshop der GMDS AG Computergest{ü}tzte Lehr- und Lernsysteme in der Medizin, Freiburg, 13. September 2005. Quintessenz Verlags-GmbH, 2005.
  • [ BibTeX ]
  @inproceedings{MFHKP:05, author = {Holzer, Matthias and H{\"o}rnlein, Alexander and Atzmueller, Martin and Singer, Reiner and Schlott, Stefan and Leven, Franz-Josef and Puppe, Frank and Fischer, Martin R.}, booktitle = {eLearning in der Medizin und Zahnmedizin - Proceedings zum 9. Workshop der GMDS AG Computergest{\"u}tzte Lehr- und Lernsysteme in der Medizin, Freiburg, 13. September 2005}, keywords = {myown}, publisher = {Quintessenz Verlags-GmbH}, title = {Interoperability of case-based training systems in medicine: The CASEPORT approach}, year = 2005 }
• 
  adapt@Agent.Hospital: Agent-Based Organization & Management of Clinical Proceedingsesses. Heine, C.; Herrler, Rainer; Kirn, Stefan. In International Journal of Intelligent Information Technologies, 1(1). 2005.
  • [ BibTeX ]
  • [ URL ]
  @article{heiher05, author = {Heine, C. and Herrler, Rainer and Kirn, Stefan}, booktitle = {International Journal of Intelligent Information Technologies, Vol. 1, No. 1}, journal = {International Journal of Intelligent Information Technologies}, keywords = {myown}, number = 1, title = {adapt@Agent.Hospital: Agent-Based Organization & Management of Clinical Proceedingsesses}, volume = 1, year = 2005 }
• 
  KESE: 1st Workshop on Knowledge Engineering and Software Engineering. Baumeister, Joachim; Seipel, Dietmar. Workshop notes of 28th Annual German Conference on Artificial Intelligence (KI-2005), Koblenz, Germany, 2005.
  • [ BibTeX ]
  @proceedings{BS:KESE:05, address = {Koblenz, Germany}, editor = {Baumeister, Joachim and Seipel, Dietmar}, keywords = {myown}, publisher = {Workshop notes of 28th Annual German Conference on Artificial Intelligence (KI-2005)}, title = {KESE: 1st Workshop on Knowledge Engineering and Software Engineering}, year = 2005 }
• 
  Implicit Coordination in a Network of Social Drivers: The Role of Information in a Commuting Scenario,. Bazzan, Ana L. C.; Fehler, Manuel; Kl{ü}gl, F. In LAMAS 2005, LNAI 3898, pp. 115–128. 2005.
  • [ BibTeX ]
  @inproceedings{bazfeh05, author = {Bazzan, Ana L. C. and Fehler, Manuel and Kl{\"u}gl, F.}, booktitle = {LAMAS 2005, LNAI 3898}, keywords = {myown}, note = {K. Tuyls et al. (Eds.): LAMAS 2005, LNAI 3898, 2006}, pages = {115-128}, title = {Implicit Coordination in a Network of Social Drivers: The Role of Information in a Commuting Scenario,}, year = 2005 }
• 
  Smelly Owls - Design Anomalies in Ontologies. Baumeister, Joachim; Seipel, Dietmar. In FLAIRS’05: Proceedings of the 18th International Florida Artificial Intelligence Research Society Conference, pp. 215–220. AAAI Press, 2005.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BS:FLAIRS:05, author = {Baumeister, Joachim and Seipel, Dietmar}, booktitle = {FLAIRS'05: Proceedings of the 18th International Florida Artificial Intelligence Research Society Conference}, keywords = {ontology}, pages = {215-220}, publisher = {AAAI Press}, title = {Smelly Owls - Design Anomalies in Ontologies}, year = 2005 }
• 
  {Semi-Automatic Visual Subgroup Mining using VIKAMINE}. Atzmueller, Martin; Puppe, Frank. In Journal of Universal Computer Science, 11(11), pp. 1752–1765. 2005.
  • [ BibTeX ]
  @article{AP:05, author = {Atzmueller, Martin and Puppe, Frank}, journal = {Journal of Universal Computer Science}, keywords = {knowledge}, number = 11, pages = {1752–1765}, title = {{Semi-Automatic Visual Subgroup Mining using VIKAMINE}}, volume = 11, year = 2005 }
• 
  Authoring case based training by document data extraction. Betz, Christian. In 10th International Workshop on Chemical Engineering Mathematics. 2005.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  /~betz/Papers/ChEM2005/Abstract_CBetz_Phoenix.pdf

  @inproceedings{betz05, abstract = {/ betz/Papers/ChEM2005/Abstract_CBetz_Phoenix.pdf}, author = {Betz, Christian}, booktitle = {10th International Workshop on Chemical Engineering Mathematics}, keywords = {myown}, title = {Authoring case based training by document data extraction}, year = 2005 }
• 
  Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In LIT’05: Proceedings of the 13th Leipziger Informatik Tage, LNI P-72, pp. 101–106. 2005.
  • [ BibTeX ]
  @inproceedings{ABP:LIT:05, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {LIT'05: Proceedings of the 13th Leipziger Informatik Tage, LNI P-72}, keywords = {refinement}, pages = {101-106}, title = {Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement}, year = 2005 }
• 
  {Subgroup Discovery}. Atzmueller, Martin. In Künstliche Intelligenz, (4), pp. 52–53. 2005.
  • [ BibTeX ]
  • [ URL ]
  @article{Atzmueller:05, author = {Atzmueller, Martin}, journal = {K\"unstliche Intelligenz}, keywords = {subgroup-discovery}, number = 4, pages = {52–53}, title = {{Subgroup Discovery}}, year = 2005 }
• 
  {Subgroup Mining for Interactive Knowledge Refinement}. Atzmueller, Martin; Baumeister, Joachim; Hemsing, Achim; Richter, Ernst-Jürgen; Puppe, Frank. In Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05), of LNAI 3581, pp. 453–462. 2005.
  • [ BibTeX ]
  @inproceedings{ABHRP:05, author = {Atzmueller, Martin and Baumeister, Joachim and Hemsing, Achim and Richter, Ernst-J\"urgen and Puppe, Frank}, booktitle = {Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05)}, keywords = {knowledge}, pages = {453–462}, series = {LNAI 3581}, title = {{Subgroup Mining for Interactive Knowledge Refinement}}, year = 2005 }
• 
  {Using Subgroup Mining for the Refinement of Knowledge Systems}. Atzmueller, Martin; Baumeister, Joachim; Hemsing, Achim; Richter, Ernst-Jürgen; Puppe, Frank. In Proceedings of the 29th Annual Conference of the German Classification Society (GfKl 2005). 2005.
  • [ BibTeX ]
  @inproceedings{ABHRP:05a, author = {Atzmueller, Martin and Baumeister, Joachim and Hemsing, Achim and Richter, Ernst-J\"urgen and Puppe, Frank}, booktitle = {Proceedings of the 29th Annual Conference of the German Classification Society (GfKl 2005)}, keywords = {intelligent}, title = {{Using Subgroup Mining for the Refinement of Knowledge Systems}}, year = 2005 }
• 
  Agents in traffic and transportation: Exploring autonomy in logistics, management, simulation, and cooperative driving. Bazzan, Ana L. C.; Kl{ü}gl, F.; Ossowski, S. In Transportation Research C, pp. 251–254. 2005.
  • [ BibTeX ]
  @article{bazklue0, author = {Bazzan, Ana L. C. and Kl{\"u}gl, F. and Ossowski, S.}, journal = {Transportation Research C}, keywords = {myown}, note = {Editorial to special issue on Agents in Traffic and Transportation, in: Transportation Research C, 13(4)}, pages = {251–254}, title = {Agents in traffic and transportation: Exploring autonomy in logistics, management, simulation, and cooperative driving}, year = 2005 }
• 
  Applications of Agent Technology in Traffic and Transportation. Kl{ü}gl, F.; Bazzan, Ana L. C.; Ossowski, S. F. Kl{ü}gl; A. L. C. Bazzan; S. Ossowski (eds.). 2005.
  • [ BibTeX ]
  @proceedings{kluebaz0bo, author = {Kl{\"u}gl, F. and Bazzan, Ana L. C. and Ossowski, S.}, editor = {Kl{\"u}gl, F. and Bazzan, Ana L. C. and Ossowski, S.}, keywords = {myown}, note = {Whitestein Series on Applications of Software Agents) Birkh{\"a}user Books, June}, title = {Applications of Agent Technology in Traffic and Transportation}, year = 2005 }
• 
  About the Role of the Environment in Multi-Agent Simulations. Kl{ü}gl, F.; F.; Herrler, Rainer. In Environments for Multi-Agent Systems, pp. 127–149. Springer Verlag, 2005.
  • [ BibTeX ]
  @inproceedings{klue0, author = {Kl{\"u}gl, F. and F. and Herrler, Rainer}, booktitle = {Environments for Multi-Agent Systems}, keywords = {myown}, note = {In: D. Weyns, H. Van Dyke Parunak, F. Michel (eds) Environments for Multi-Agent Systems (= LNCS 3374)}, pages = {127–149}, publisher = {Springer Verlag}, title = {About the Role of the Environment in Multi-Agent Simulations}, year = 2005 }
• 
  Simulating Automatic High Bay Warehouses Using Agents. Triebig, Cornelia; Credner, T.; Kl{ü}gl, F.; Leskien, T.; Deppisch, A.; Fischer, Peter; Landvogt, Stefan. In Multi-Agent Systems and Applications IV, Proceedings of the 4th Internatioanl Central and Eastern European Conference on Multi-Agent Systems, CEEMAS. 2005.
  • [ BibTeX ]
  @inproceedings{tricre05_2, author = {Triebig, Cornelia and Credner, T. and Kl{\"u}gl, F. and Leskien, T. and Deppisch, A. and Fischer, Peter and Landvogt, Stefan}, booktitle = {Multi-Agent Systems and Applications IV, Proceedings of the 4th Internatioanl Central and Eastern European Conference on Multi-Agent Systems, CEEMAS}, keywords = {myown}, title = {Simulating Automatic High Bay Warehouses Using Agents}, year = 2005 }
• 
  A Methodological View on Robustness Testing of Rule-Based Knowledge Systems. Baumeister, Joachim; Bregenzer, Jürgen; Puppe, Frank. In LIT’05: Proceedings of the 13th Leipziger Informatik Tage, LNI P-72, pp. 131–138. 2005.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BBP:LIT:05, author = {Baumeister, Joachim and Bregenzer, J\"urgen and Puppe, Frank}, booktitle = {LIT'05: Proceedings of the 13th Leipziger Informatik Tage, LNI P-72}, keywords = {evaluation}, pages = {131-138}, title = {A Methodological View on Robustness Testing of Rule-Based Knowledge Systems}, year = 2005 }

• 
  A Case Study On The Role Of Information For Implicit Coordination. Kl{ü}gl, F.; Bazzan, Ana L. C. In Proceedings of the 3rd AAMAS 2004 (Poster), New York, July 2004. 2004.
  • [ BibTeX ]
  @inproceedings{kluebaz04_awq, author = {Kl{\"u}gl, F. and Bazzan, Ana L. C.}, booktitle = {Proceedings of the 3rd AAMAS 2004 (Poster), New York, July 2004}, keywords = {myown}, title = {A Case Study On The Role Of Information For Implicit Coordination.}, year = 2004 }
• 
  {Quality Measures for Semi-Automatic Learning of Simple Diagnostic Rule Bases}. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In Proc. 15th Intl. Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004), pp. 203–213. Potsdam, Germany, 2004.
  • [ BibTeX ]
  @inproceedings{ABP:04, address = {Potsdam, Germany}, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 15th Intl. Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004)}, keywords = {knowledge}, pages = {203–213}, title = {{Quality Measures for Semi-Automatic Learning of Simple Diagnostic Rule Bases}}, year = 2004 }
• 
  Techniques for Analysis and Calibration of Multi-Agent Simulations. Fehler, Manuel; Kl{ü}gl, F.; Puppe, Frank. In Proceedings of the ESAW 2004 (Engineering Societies in an Agent World). Springer Verlag, 2004.
  • [ BibTeX ]
  @inproceedings{fehklue0, author = {Fehler, Manuel and Kl{\"u}gl, F. and Puppe, Frank}, booktitle = {Proceedings of the ESAW 2004 (Engineering Societies in an Agent World)}, keywords = {myown}, publisher = {Springer Verlag}, title = {Techniques for Analysis and Calibration of Multi-Agent Simulations}, year = 2004 }
• 
  Coupling GIS and Multi-Agent Simulation - Towards Infrastructure for Realistic Simulation,. Sch{ü}le, M.; Herrler, Rainer; Kl{ü}gl, F. In Multiagent Technologies, Proceedings Of the 2nd MATES 2004, pp. 228–242. Springer Verlag, 2004.
  • [ BibTeX ]
  @inproceedings{schher04, author = {Sch{\"u}le, M. and Herrler, Rainer and Kl{\"u}gl, F.}, booktitle = {Multiagent Technologies, Proceedings Of the 2nd MATES 2004}, keywords = {myown}, pages = {228–242}, publisher = {Springer Verlag}, title = {Coupling GIS and Multi-Agent Simulation - Towards Infrastructure for Realistic Simulation,}, year = 2004 }
• 
  Simulation Studies on Adaptive Route Decision and the Influence of Information on Commuter Scenarios,. Kl{ü}gl, F.; Bazzan, Ana L. C. In Intelligent Transportation Systems, 8(4), pp. 223–232. 2004.
  • [ BibTeX ]
  @article{kluebaz0aa, author = {Kl{\"u}gl, F. and Bazzan, Ana L. C.}, journal = {Intelligent Transportation Systems}, keywords = {myown}, note = {October-December 2004 of Journal of Intelligent Transportation Systems: Technology, Planning, and Operations}, number = 4, pages = {223–232}, title = {Simulation Studies on Adaptive Route Decision and the Influence of Information on Commuter Scenarios,}, volume = 8, year = 2004 }
• 
  Refactoring Methods for Knowledge Bases. Baumeister, Joachim; Seipel, Dietmar; Puppe, Frank. In EKAW’04: Engineering Knowledge in the Age of the Semantic Web: 14th International Conference, LNAI 3257, pp. 157–171. 2004.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BSP:EKAW:04, author = {Baumeister, Joachim and Seipel, Dietmar and Puppe, Frank}, booktitle = {EKAW'04: Engineering Knowledge in the Age of the Semantic Web: 14th International Conference, LNAI 3257}, keywords = {refactoring}, pages = {157-171}, title = {Refactoring Methods for Knowledge Bases}, year = 2004 }
• 
  Simulation von Selbstorganisation und Evolution in Multiagentensystemen. Kl{ü}gl, F. In Adaption und Lernen in und von Organisationen, pp. 141–161. Westdeutscher Verlag, 2004.
  • [ BibTeX ]
  @inproceedings{kluegl04_, author = {Kl{\"u}gl, F.}, booktitle = {Adaption und Lernen in und von Organisationen}, keywords = {myown}, note = {In: F. Hillenbrandt and M. Florian (eds) Adaption und Lernen in und von Organisationen. Beitr{\"a}ge aus der Sozionik}, pages = {141–161}, publisher = {Westdeutscher Verlag}, title = {Simulation von Selbstorganisation und Evolution in Multiagentensystemen}, year = 2004 }
• 
  Simulated Route Decision Behaviour: Simple Heuristics and Adaptation. Kl{ü}gl, F.; Bazzan, Ana L. C. In Adaption und Lernen in und von Organisationen, pp. 285–305. Springer Verlag, 2004.
  • [ BibTeX ]
  @inproceedings{kluebaz04_awexd, author = {Kl{\"u}gl, F. and Bazzan, Ana L. C.}, booktitle = {Adaption und Lernen in und von Organisationen}, keywords = {myown}, note = {In: Human Behavior and Traffic Networks; Selten, R.; Schreckenberg, M.}, pages = {285–305}, publisher = {Springer Verlag}, title = {Simulated Route Decision Behaviour: Simple Heuristics and Adaptation}, year = 2004 }
• 
  The Scheduling Agent - Generation of Activity Programs,. Rindsf{ü}ser, G.; Kl{ü}gl, F. In Conference on Progress in Activity-Based Analysis May 28-31, 2004, Vaeshartelt Castle, Maastricht, Netherlands. 2004.
  • [ BibTeX ]
  @inproceedings{rinklue0, author = {Rindsf{\"u}ser, G. and Kl{\"u}gl, F.}, booktitle = {Conference on Progress in Activity-Based Analysis May 28-31, 2004, Vaeshartelt Castle, Maastricht, Netherlands}, keywords = {myown}, title = {The Scheduling Agent - Generation of Activity Programs,}, year = 2004 }
• 
  Multiagentensysteme zur Simulation von Konsumentenverhalten,. Schenk, T. A.; Kl{ü}gl, F.; L{ö}ffler, G.; Puppe, Frank; Rauh, J. In Hallesches Jahrbuch Geowissenschaften, Bd 26, Halle (Saale). 2004.
  • [ BibTeX ]
  @inproceedings{schklue0, author = {Schenk, T. A. and Kl{\"u}gl, F. and L{\"o}ffler, G. and Puppe, Frank and Rauh, J.}, booktitle = {Hallesches Jahrbuch Geowissenschaften, Bd 26, Halle (Saale)}, keywords = {myown}, note = {Hallesches Jahrbuch Geowissenschaften, Bd 26, Halle (Saale)}, title = {Multiagentensysteme zur Simulation von Konsumentenverhalten,}, year = 2004 }
• 
  Computerunterst{ü}tzte, doppelt interaktive Schichtplanung f{ü}r Pflegepersonal. Herrler, Rainer; Puppe, Frank. In Abstractband des Internationalen wissenschaftlichen Kongress f{ü}r PflegeInformatik ENI2004. 2004.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{herpup04, author = {Herrler, Rainer and Puppe, Frank}, booktitle = {Abstractband des Internationalen wissenschaftlichen Kongress f{\"u}r PflegeInformatik ENI2004}, keywords = {myown}, note = {Abstractband des Internationalen wissenschaftlichen Kongress f{\"u}r PflegeInformatik ENI2004, 30. September . 1. Oktober 2004, Innsbruck}, title = {Computerunterst{\"u}tzte, doppelt interaktive Schichtplanung f{\"u}r Pflegepersonal}, year = 2004 }
• 
  {Towards Knowledge-Intensive Subgroup Discovery}. Atzmueller, Martin; Puppe, Frank; Buscher, and Hans-Peter. In Proc. LWA 2004 Workshop, Germany, pp. 117–123. 2004.
  • [ BibTeX ]
  @inproceedings{APB:04, author = {Atzmueller, Martin and Puppe, Frank and and Hans-Peter Buscher}, booktitle = {Proc. LWA 2004 Workshop, Germany}, keywords = {experience}, pages = {117–123}, title = {{Towards Knowledge-Intensive Subgroup Discovery}}, year = 2004 }
• 
  Generierung diagnostischer Trainingsf{ä}lle aus Arztbriefen. Betz, Christian; Buscher, Hans-Peter; H{ö}rnlein, Alexander; Puppe, Frank; Schuhmann, Martin. In Rechnergest{ü}tzte Lehr- und Lernsysteme in der Medizin - Proceedings zum 8. Workshop der GMDS AG Computergest{ü}tzte Lehr- und Lernsysteme in der Medizin, Universit{ä}t zu L{ü}beck, 25.-26. M{ä}rz 2004. Shaker Verlag, 2004.
  • [ BibTeX ]
  @inproceedings{BBHPS:04, author = {Betz, Christian and Buscher, Hans-Peter and H{\"o}rnlein, Alexander and Puppe, Frank and Schuhmann, Martin}, booktitle = {Rechnergest{\"u}tzte Lehr- und Lernsysteme in der Medizin - Proceedings zum 8. Workshop der GMDS AG Computergest{\"u}tzte Lehr- und Lernsysteme in der Medizin, Universit{\"a}t zu L{\"u}beck, 25.-26. M{\"a}rz 2004}, keywords = {myown}, publisher = {Shaker Verlag}, title = {Generierung diagnostischer Trainingsf{\"a}lle aus Arztbriefen}, year = 2004 }
• 
  A4Care: Pers{ö}nliche Assistenzagenten f{ü}r die klinische Pflege. Herrler, Rainer; Heine, C. In K{ü}nstliche Intelligenz, (3). 2004.
  • [ BibTeX ]
  • [ URL ]
  @article{herhei04_1, author = {Herrler, Rainer and Heine, C.}, journal = {K{\"u}nstliche Intelligenz}, keywords = {myown}, note = {KI}, number = 3, title = {A4Care: Pers{\"o}nliche Assistenzagenten f{\"u}r die klinische Pflege}, year = 2004 }
• 
  Route Decision Behaviour in a Commuting Scenario: Simple Heuristics Adaptation and Effect of Traffic Forecast. Kl{ü}gl, F.; Bazzan, Ana L. C. In JASS, 7(1). 2004.
  • [ BibTeX ]
  • [ URL ]
  @article{kluebaz04_, author = {Kl{\"u}gl, F. and Bazzan, Ana L. C.}, journal = {JASS}, keywords = {myown}, note = {in: JASSS Vol. 7(1), Jan. 2004}, number = 1, title = {Route Decision Behaviour in a Commuting Scenario: Simple Heuristics Adaptation and Effect of Traffic Forecast}, volume = 7, year = 2004 }
• 
  A Swarm-based Approach for Selection of Signal Plans in Urban Scenarios. Oliveira, Denise; Ferreira, P. R.; Bazzan, Ana L. C.; Kl{ü}gl, F. In IV International Workshop on Ant Colony Optimization and Swarm Intelligence (ANTS 2004), 2004, Brussels. Proceedings of the IV International Workshop on Ant Colony Optimization and Swarm Intelligence. 2004.
  • [ BibTeX ]
  @inproceedings{olifer04, author = {Oliveira, Denise and Ferreira, P. R. and Bazzan, Ana L. C. and Kl{\"u}gl, F.}, booktitle = {IV International Workshop on Ant Colony Optimization and Swarm Intelligence (ANTS 2004), 2004, Brussels. Proceedings of the IV International Workshop on Ant Colony Optimization and Swarm Intelligence}, keywords = {myown}, title = {A Swarm-based Approach for Selection of Signal Plans in Urban Scenarios.}, year = 2004 }
• 
  Agile Development of Diagnostic Knowledge Systems. Baumeister, Joachim. IOS Press, AKA, DISKI 284, 2004.
  • [ BibTeX ]
  @book{Bau:04, author = {Baumeister, Joachim}, keywords = {agile}, publisher = {IOS Press, AKA, DISKI 284}, title = {Agile Development of Diagnostic Knowledge Systems}, year = 2004 }
• 
  Declarative Methods for the Evaluation of Ontologies. Seipel, Dietmar; Baumeister, Joachim. In Künstliche Intelligenz, 4/04, pp. 51–57. arendtap, 2004.
  • [ BibTeX ]
  @article{SB:KI:04, author = {Seipel, Dietmar and Baumeister, Joachim}, journal = {K\"unstliche Intelligenz}, keywords = {ontology}, pages = {51-57}, publisher = {arendtap}, title = {Declarative Methods for the Evaluation of Ontologies}, volume = {4/04}, year = 2004 }
• 
  Applications of Agents. Kl{ü}gl, F. In K{ü}nstliche Intelligenz, (2), pp. 5–10. 2004.
  • [ BibTeX ]
  @article{kluegl0, author = {Kl{\"u}gl, F.}, journal = {K{\"u}nstliche Intelligenz}, keywords = {myown}, number = 2, pages = {5–10}, title = {Applications of Agents}, year = 2004 }
• 
  {Case-Based Approaches for Diagnosing Multiple Disorders}. Atzmueller, Martin; Shi, Wenqi; Baumeister, Joachim; Puppe, Frank; Barnden, John A. In Proc. 17th Intl. Florida Artificial Intelligence Research Society Conference 2004 (FLAIRS-2004), V. Barr, Z. Markov (eds.), pp. 154–159. AAAI Press, 2004.
  • [ BibTeX ]
  @inproceedings{ASBPB:04, author = {Atzmueller, Martin and Shi, Wenqi and Baumeister, Joachim and Puppe, Frank and Barnden, John A.}, booktitle = {Proc. 17th Intl. Florida Artificial Intelligence Research Society Conference 2004 (FLAIRS-2004)}, editor = {Barr, Valerie and Markov, Zdravko}, keywords = {knowledge}, pages = {154–159}, publisher = {AAAI Press}, title = {{Case-Based Approaches for Diagnosing Multiple Disorders}}, year = 2004 }
• 
  Erfahrungen mit der Entwicklung des CASEPORT-Lernportals. Holzer, Matthias; Singer, Reiner; Schlott, Stefan; H{ö}rnlein, Alexander; Atzmueller, Martin. In Rechnergest{ü}tzte Lehr- und Lernsysteme in der Medizin - Proceedings zum 8. Workshop der GMDS AG Computergest{ü}tzte Lehr- und Lernsysteme in der Medizin, Universit{ä}t zu L{ü}beck, 25.-26. M{ä}rz 2004. Shaker Verlag, 2004.
  • [ BibTeX ]
  @inproceedings{HSSHA:04, author = {Holzer, Matthias and Singer, Reiner and Schlott, Stefan and H{\"o}rnlein, Alexander and Atzmueller, Martin}, booktitle = {Rechnergest{\"u}tzte Lehr- und Lernsysteme in der Medizin - Proceedings zum 8. Workshop der GMDS AG Computergest{\"u}tzte Lehr- und Lernsysteme in der Medizin, Universit{\"a}t zu L{\"u}beck, 25.-26. M{\"a}rz 2004}, keywords = {myown}, publisher = {Shaker Verlag}, title = {Erfahrungen mit der Entwicklung des CASEPORT-Lernportals}, year = 2004 }
• 
  {ILMAX}: A System for Managing Experience Knowledge in a long-term Study of Stream Ecosystem Regeneration - An Application of Ecological Informatics. Neumann, Michael; Baumeister, Joachim; Puppe, Frank. In Management of Environmental Quality: An International Journal, 15(3), pp. 306–317. 2004.
  • [ BibTeX ]
  @article{NBP:EI:04, author = {Neumann, Michael and Baumeister, Joachim and Puppe, Frank}, journal = {Management of Environmental Quality: An International Journal}, keywords = {ILMAX}, number = 3, pages = {306-317}, title = {{ILMAX}: A System for Managing Experience Knowledge in a long-term Study of Stream Ecosystem Regeneration - An Application of Ecological Informatics}, volume = 15, year = 2004 }
• 
  Using Automated Tests and Restructuring Methods for an Agile Development of Diagnostic Knowledge Systems. Baumeister, Joachim; Seipel, Dietmar; Puppe, Frank. In FLAIRS’04: Proceedings of the 17th International Florida Artificial Intelligence Research Society Conference, pp. 319–324. 2004.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BSP:FLAIRS:04, author = {Baumeister, Joachim and Seipel, Dietmar and Puppe, Frank}, booktitle = {FLAIRS'04: Proceedings of the 17th International Florida Artificial Intelligence Research Society Conference}, keywords = {agile}, pages = {319-324}, title = {Using Automated Tests and Restructuring Methods for an Agile Development of Diagnostic Knowledge Systems}, year = 2004 }
• 
  The ADAPT toolkit-supported Engineering process for agent based applications. Herrler, Rainer; Heine, C. In Proceedings of the Tenth Americas Conference on Information Systems, New York, pp. 1794–1805. 2004.
  • [ BibTeX ]
  @inproceedings{herhei04, author = {Herrler, Rainer and Heine, C.}, booktitle = {Proceedings of the Tenth Americas Conference on Information Systems, New York}, keywords = {myown}, pages = {1794–1805}, title = {The ADAPT toolkit-supported Engineering process for agent based applications.}, year = 2004 }
• 
  An Intelligent Diagnosis System Handling Multiple Disorders. Shi, Wenqi; Barnden, John A.; Baumeister, Joachim; Atzmueller, Martin. In ICIIP’04: Proceedings of the International Conference on Intelligent Information Processing. 2004.
  • [ BibTeX ]
  @inproceedings{SBBA:04, author = {Shi, Wenqi and Barnden, John A. and Baumeister, Joachim and Atzmueller, Martin}, booktitle = {ICIIP'04: Proceedings of the International Conference on Intelligent Information Processing}, keywords = {myown}, title = {An Intelligent Diagnosis System Handling Multiple Disorders}, year = 2004 }
• 
  {EchoDOC - intelligentes Diagnose- und Dokumentationssystem für die TEE-Untersuchung}. Lorenz, Karl-Werner; Greim, Cornelius; Baumeister, Joachim; Puppe, Frank; Roewer, Norbert. 2004.
  • [ BibTeX ]
  @misc{LGBPR:DGAI:04, author = {Lorenz, Karl-Werner and Greim, Cornelius and Baumeister, Joachim and Puppe, Frank and Roewer, Norbert}, howpublished = {DGAI'04: Proceedings of the 51st Annual Meeting of the German Association of Anaesthesiologists}, keywords = {EchoDoc}, title = {{EchoDOC - intelligentes Diagnose- und Dokumentationssystem f\"ur die TEE-Untersuchung}}, year = 2004 }
• 
  Case-Based Approaches for Diagnosing Multiple Disorders. Atzmueller, Martin; Shi, Wenqi; Baumeister, Joachim; Puppe, Frank; Barnden, John A. In FLAIRS’04: Proceedings of the 17th International Florida Artificial Intelligence Research Society Conference, pp. 154–159. AAAI Press, 2004.
  • [ BibTeX ]
  @inproceedings{ASBPB:FLAIRS:04, author = {Atzmueller, Martin and Shi, Wenqi and Baumeister, Joachim and Puppe, Frank and Barnden, John A.}, booktitle = {FLAIRS'04: Proceedings of the 17th International Florida Artificial Intelligence Research Society Conference}, keywords = {myown}, pages = {154-159}, publisher = {AAAI Press}, title = {Case-Based Approaches for Diagnosing Multiple Disorders}, year = 2004 }
• 
  An Agile Process Model for Developing Diagnostic Knowledge Systems. Baumeister, Joachim; Puppe, Frank; Seipel, Dietmar. In Künstliche Intelligenz, 3/04, pp. 12–16. arendtap, 2004.
  • [ BibTeX ]
  • [ URL ]
  @article{BSP:KI:04, author = {Baumeister, Joachim and Puppe, Frank and Seipel, Dietmar}, journal = {K\"unstliche Intelligenz}, keywords = {agile}, pages = {12-16}, publisher = {arendtap}, title = {An Agile Process Model for Developing Diagnostic Knowledge Systems}, volume = {3/04}, year = 2004 }
• 
  {Erfahrungen mit der Entwicklung des CASEPORT-Lernportals}. Holzer, Matthias; Singer, Rainer; Schlott, Stefan; Hörnlein, Alexander; Atzmueller, Martin. In Proc. 8th Workshop of the GMDS AG. Shaker Verlag, Aachen, Germany, 2004.
  • [ BibTeX ]
  @inproceedings{HSSHA:04, address = {Aachen, Germany}, author = {Holzer, Matthias and Singer, Rainer and Schlott, Stefan and Hörnlein, Alexander and Atzmueller, Martin}, booktitle = {Proc. 8th Workshop of the GMDS AG}, keywords = {case-based}, publisher = {Shaker Verlag}, title = {{Erfahrungen mit der Entwicklung des CASEPORT-Lernportals}}, year = 2004 }
• 
  Multi-Agent Modelling in Comparison to Standard Modelling. Kl{ü}gl, F.; Oechslein, Christoph; Puppe, Frank; Dornhaus, Anna. In Simulation News Europe, (40), pp. 3–9. 2004.
  • [ BibTeX ]
  @article{klueoec0, author = {Kl{\"u}gl, F. and Oechslein, Christoph and Puppe, Frank and Dornhaus, Anna}, journal = {Simulation News Europe}, keywords = {myown}, number = 40, pages = {3–9}, title = {Multi-Agent Modelling in Comparison to Standard Modelling}, year = 2004 }

• 
  Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien im Gesundheitswesen. Paulussen, T. O.; Herrler, Rainer; Hoffmann, A.; Heine, C.; Becker, M.; Franck, M.; Reinke, T.; Strasser, M. In INFORMATIK 2003, pp. 64–82. K{ö}llen Verlag, 2003.
  • [ BibTeX ]
  @inproceedings{pauher03, author = {Paulussen, T. O. and Herrler, Rainer and Hoffmann, A. and Heine, C. and Becker, M. and Franck, M. and Reinke, T. and Strasser, M.}, booktitle = {INFORMATIK 2003}, keywords = {myown}, note = {In: Dittrich, K.; K{\"o}nig, W.; Oberweis, A.; Rannenberg, K.; Wahlster, W. (Hrsg.): INFORMATIK 2003 Innovative Informatikanwendungen. GI-Edition Lecture Notes in Informatics, P-34. K{\"o}llen Verlag, Bonn, Band 1}, pages = {64–82}, publisher = {K{\"o}llen Verlag}, title = {Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien im Gesundheitswesen.}, year = 2003 }
• 
  Entwicklung intelligenter Multi-Multiagentensysteme - Werkzeugunterst{ü}tzung, L{ö}sungen, offene Fragen. Krempels, K.-H.; Nimis, J.; Braubach, L.; Pokhar, A.; Herrler, Rainer; Scholz, T. pp. 31–46. K{ö}llen Verlag, 2003.
  • [ BibTeX ]
  @inbook{krenim03, author = {Krempels, K.-H. and Nimis, J. and Braubach, L. and Pokhar, A. and Herrler, Rainer and Scholz, T.}, keywords = {myown}, note = {In: Dittrich, K.; K{\"o}nig, W.; Oberweis, A.; Rannenberg, K.; Wahlster, W. (Hrsg.): INFORMATIK 2003 Innovative Informatikanwendungen. GI-Edition Lecture Notes in Informatics, P-34. K{\"o}llen Verlag, Bonn, Band 1}, pages = {31–46}, publisher = {K{\"o}llen Verlag}, title = {Entwicklung intelligenter Multi-Multiagentensysteme - Werkzeugunterst{\"u}tzung, L{\"o}sungen, offene Fragen}, year = 2003 }
• 
  Agent.Hospital - a Framework for Clinical Applications in Agentcities. Kirn, Stefan; Heine, C.; Herrler, Rainer; Krempels, K.-H. In Applications of Software Agent Technology in the Health Care Domain, pp. 67–85. Birkh{ä}user Verlag, 2003.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kirhei03, author = {Kirn, Stefan and Heine, C. and Herrler, Rainer and Krempels, K.-H.}, booktitle = {Applications of Software Agent Technology in the Health Care Domain}, keywords = {myown}, note = {In: Moreno, A.; Nealon, J. (Eds.): Applications of Software Agent Technology in the Health Care Domain. Whitestein Series in Software Agent Technologies (WSSAT)}, pages = {67–85}, publisher = {Birkh{\"a}user Verlag}, title = {Agent.Hospital - a Framework for Clinical Applications in Agentcities.}, year = 2003 }
• 
  Selection of Information Types Based on Personal Utility - a Testbed for Traffic Information Markets. Kl{ü}gl, F.; Bazzan, Ana L. C. In AAMAS. 2003.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluebaz0oie, author = {Kl{\"u}gl, F. and Bazzan, Ana L. C.}, booktitle = {AAMAS}, keywords = {myown}, note = {accepted as full paper at AAMAS 2003, Melbourne, July 2003}, title = {Selection of Information Types Based on Personal Utility - a Testbed for Traffic Information Markets}, year = 2003 }
• 
  Studying Task Allocation Mechanisms of Social Insects For Engineering Multi-Agent Systems. Kl{ü}gl, F.; Triebig, Cornelia; Dornhaus, Anna. In Workshop "Mechanisms and Algorithms of Social Insects", Atlanta, Dez. 2003. 2003.
  • [ BibTeX ]
  @inproceedings{kluetri0, author = {Kl{\"u}gl, F. and Triebig, Cornelia and Dornhaus, Anna}, booktitle = {Workshop "Mechanisms and Algorithms of Social Insects", Atlanta, Dez. 2003}, keywords = {myown}, title = {Studying Task Allocation Mechanisms of Social Insects For Engineering Multi-Agent Systems}, year = 2003 }
• 
  {Modelle für die Generierung von Folgesitzungen zur Therapieüberwachung in fallbasierten Trainingssystemen}. Hörnlein, Alexander; Baumeister, Joachim; Puppe, Frank. In CBT’03: Proceedings zum 7. Workshop der GMDS AG Computergestützte Lehr- und Lernsysteme in der Medizin. 2003.
  • [ BibTeX ]
  @inproceedings{HBP:CBT:03, author = {H\"ornlein, Alexander and Baumeister, Joachim and Puppe, Frank}, booktitle = {CBT'03: Proceedings zum 7. Workshop der GMDS AG Computergest\"utzte Lehr- und Lernsysteme in der Medizin}, keywords = {myown}, title = {{Modelle f\"ur die Generierung von Folgesitzungen zur Therapie\"uberwachung in fallbasierten Trainingssystemen}}, year = 2003 }
• 
  Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In WM’03: Proceedings of the 2nd Conference "Professionelles Wissensmanagement". Luzern, Switzerland, 2003.
  • [ BibTeX ]
  @inproceedings{ABP:WM:03, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {WM'03: Proceedings of the 2nd Conference "Professionelles Wissensmanagement"}, keywords = {myown}, title = {Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults}, year = 2003 }
• 
  {Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults}. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In Proc. 2nd Conf. Professional Knowledge Management (WM2003). Luzern, Switzerland, 2003.
  • [ BibTeX ]
  @inproceedings{ABP:03, address = {Luzern, Switzerland}, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 2nd Conf. Professional Knowledge Management (WM2003)}, keywords = {knowledge}, title = {{Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults}}, year = 2003 }
• 
  {QualiTEE} - An Intelligent Guidance and Diagnosis System for the Documentation of Transesophageal Echocardiography Examinations. Lorenz, Karl-Werner; Baumeister, Joachim; Greim, C.; Roewer, Norbert; Puppe, Frank. Berlin, Germany, 2003.
  • [ BibTeX ]
  @misc{LBGRP:ESCTAIC:03, author = {Lorenz, Karl-Werner and Baumeister, Joachim and Greim, C. and Roewer, Norbert and Puppe, Frank}, howpublished = {ESCTAIC'03: Proceedings of the 14th Annual Meeting of the European Society for Computing and Technology in Anaesthesia and Intensive Care}, keywords = {EchoDoc}, title = {{QualiTEE} - An Intelligent Guidance and Diagnosis System for the Documentation of Transesophageal Echocardiography Examinations}, year = 2003 }
• 
  ILMAX: A System for Managing Experience Knowledge in a long--term Study of Stream Ecosystem Regeneration -- an Application of Ecological Informatics. Neumann, Michael; Baumeister, Joachim; Puppe, Frank. In ITEE’2003: Proceedings of the 1st International NAISO Symposium on Information Technologies in Environmental Engineering. Gdansk, Poland, 2003.
  • [ BibTeX ]
  @inproceedings{NBP:ITEE:03, author = {Neumann, Michael and Baumeister, Joachim and Puppe, Frank}, booktitle = {ITEE'2003: Proceedings of the 1st International NAISO Symposium on Information Technologies in Environmental Engineering}, keywords = {rule}, title = {ILMAX: A System for Managing Experience Knowledge in a long–term Study of Stream Ecosystem Regeneration – an Application of Ecological Informatics}, year = 2003 }
• 
  Agent.Hospital - agent-based open framework for clinical applications. Kirn, Stefan; Heine, C.; Herrler, Rainer; Krempels, K.-H. In Twelfth IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WET ICE 2003 Post-Proceedings)., CA 2003, S. Kotsis (ed.), pp. 36–41. CS Press, Los Alamitos, 2003.
  • [ BibTeX ]
  @inproceedings{kirhei03_2, author = {Kirn, Stefan and Heine, C. and Herrler, Rainer and Krempels, K.-H.}, booktitle = {Twelfth IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WET ICE 2003 Post-Proceedings)., CA 2003}, editor = {Kotsis, S.}, keywords = {myown}, pages = {36–41}, publisher = {CS Press, Los Alamitos}, title = {Agent.Hospital - agent-based open framework for clinical applications}, year = 2003 }
• 
  From Simulated to Real Environments: How to use SeSAm for software development. Kl{ü}gl, F.; Herrler, Rainer; Oechslein, Christoph. In Multiagent System Technologies - 1st German Conferences MATES, (LNAI 2831), M. S. et al. (ed.), pp. 13–24. 2003.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{klueher0, author = {Kl{\"u}gl, F. and Herrler, Rainer and Oechslein, Christoph}, booktitle = {Multiagent System Technologies - 1st German Conferences MATES, (LNAI 2831)}, editor = {et al., M. Schillo}, keywords = {myown}, pages = {13–24}, title = {From Simulated to Real Environments: How to use SeSAm for software development}, year = 2003 }
• 
  Wiederverwendung von Lernmaterialien f{ü}r ein integriertes, systematisches und fallbasiertes Tutorsystem. Schuhmann, M.; Luster, M.; Puppe, Bernhard; Puppe, Frank. In Proceedings KI’2003 Workshop on Expressive Media and Intelligent Tools for Learning, Hamburg, Germany. 2003.
  • [ Abstract ]
  • [ BibTeX ]
  • [ URL ]
  http://ki.informatik.uni-wuerzburg.de/papers/schuhmann/ki2003_ills/ki2003_ills_schuhmann_abstract.html

  @inproceedings{schlus03, abstract = {http://ki.informatik.uni-wuerzburg.de/papers/schuhmann/ki2003_ills/ki2003_ills_schuhmann_abstract.html}, author = {Schuhmann, M. and Luster, M. and Puppe, Bernhard and Puppe, Frank}, booktitle = {Proceedings KI'2003 Workshop on Expressive Media and Intelligent Tools for Learning, Hamburg, Germany}, keywords = {myown}, title = {Wiederverwendung von Lernmaterialien f{\"u}r ein integriertes, systematisches und fallbasiertes Tutorsystem}, year = 2003 }
• 
  Formale Beschreibung fallbasierter diagnostischer Trainingssysteme. Betz, Christian; Puppe, Frank. In in Proceedings 7. Workshop der AG CBT in der Medizin der GMDS, W{ü}rzburg. 2003.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{betpup03, author = {Betz, Christian and Puppe, Frank}, booktitle = {in Proceedings 7. Workshop der AG CBT in der Medizin der GMDS, W{\"u}rzburg}, keywords = {myown}, title = {Formale Beschreibung fallbasierter diagnostischer Trainingssysteme}, year = 2003 }
• 
  Foraging success, recruitment benefits and spatial resource distribution. Dornhaus, Anna; Kl{ü}gl, F.; Oechslein, Christoph; Chittka, L.; Puppe, Frank. In Poster at the workshop "Mechanisms and Algorithms of Social Insects", Atlanta, Dez. 2003. 2003.
  • [ BibTeX ]
  @inproceedings{dorklue0, author = {Dornhaus, Anna and Kl{\"u}gl, F. and Oechslein, Christoph and Chittka, L. and Puppe, Frank}, booktitle = {Poster at the workshop "Mechanisms and Algorithms of Social Insects", Atlanta, Dez. 2003}, keywords = {myown}, title = {Foraging success, recruitment benefits and spatial resource distribution}, year = 2003 }
• 
  Incremental Development of Diagnostic Set-Covering Models with Therapy Effects. Baumeister, Joachim; Seipel, Dietmar; Puppe, Frank. In International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 11(Suppl. Issue 2), pp. 25–49. 2003.
  • [ BibTeX ]
  • [ URL ]
  @article{BSP:JUFKS:03, author = {Baumeister, Joachim and Seipel, Dietmar and Puppe, Frank}, journal = {International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, keywords = {SetCoveringModels}, month = 11, number = {Suppl. Issue 2}, pages = {25-49}, title = {Incremental Development of Diagnostic Set-Covering Models with Therapy Effects}, volume = 11, year = 2003 }
• 
  Simulating the Braess Paradox in Communing Scenarios. Bazzan, Ana L. C.; Kl{ü}gl, F. In Workshop: Simulation menschlichen Verhaltens (ASIM Fachgruppe: Simulation und K{ü}nstliche Intelligenz), Berlin, Germany, M{ä}rz. 2003.
  • [ BibTeX ]
  @inproceedings{bazklue0, author = {Bazzan, Ana L. C. and Kl{\"u}gl, F.}, booktitle = {Workshop: Simulation menschlichen Verhaltens (ASIM Fachgruppe: Simulation und K{\"u}nstliche Intelligenz), Berlin, Germany, M{\"a}rz}, keywords = {myown}, title = {Simulating the Braess Paradox in Communing Scenarios}, year = 2003 }
• 
  OntHoS - an Ontology for Hospital Scenarios. Becker, M.; Heine, C.; Herrler, Rainer; Krempels, K.-H. pp. 87–103. Birkh{ä}user Verlag, 2003.
  • [ BibTeX ]
  • [ URL ]
  @inbook{bechei03, author = {Becker, M. and Heine, C. and Herrler, Rainer and Krempels, K.-H.}, keywords = {myown}, note = {In: Moreno, A.; Nealon, J. (Eds.): Applications of Software Agent Technology in the Health Care Domain. Whitestein Series in Software Agent Technologies (WSSAT)}, pages = {87–103}, publisher = {Birkh{\"a}user Verlag}, title = {OntHoS - an Ontology for Hospital Scenarios.}, year = 2003 }
• 
  Inductive Learning of Simple Diagnostic Scores. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In ISMDA’03: Proceedings of the International Symposium of Medical Data Analysis, LNCS 2868, pp. 23–30. 2003.
  • [ BibTeX ]
  @inproceedings{ABP:ISMDA:03, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {ISMDA'03: Proceedings of the International Symposium of Medical Data Analysis, LNCS 2868}, keywords = {rule}, pages = {23-30}, title = {Inductive Learning of Simple Diagnostic Scores}, year = 2003 }
• 
  Agent.Hospital - agentenbasiertes offenes Framework f{ü}r klinische Anwendungen. Kirn, Stefan; Heine, C.; Herrler, Rainer; Krempels, K.-H. In Wirtschaftsinformatik 2003/ Band II Medien -- M{ä}rkte -- Mobilit{ä}t, pp. 837–857. Physica Verlag, Heidelberg, 2003.
  • [ BibTeX ]
  @inproceedings{kirhei03_1, author = {Kirn, Stefan and Heine, C. and Herrler, Rainer and Krempels, K.-H.}, booktitle = {Wirtschaftsinformatik 2003/ Band II Medien – M{\"a}rkte – Mobilit{\"a}t}, keywords = {myown}, note = {In: Uhr, W.; Esswein, W.; Schoop, E. (Hrsg.): Wirtschaftsinformatik 2003/ Band II Medien – M{\"a}rkte – Mobilit{\"a}t., 2003}, pages = {837–857}, publisher = {Physica Verlag, Heidelberg}, title = {Agent.Hospital - agentenbasiertes offenes Framework f{\"u}r klinische Anwendungen}, year = 2003 }
• 
  ADAPT - Adaptive Multi Agent Proceedingsess Planning & Coordination of Clinical Trials. Heine, C.; Herrler, Rainer; Petsch, M.; Anhalt, C. In AMCIS 2003 Proceedings, Tampa/Florida, August 2003 (Best Paper Award). 2003.
  • [ BibTeX ]
  @inproceedings{heiher03, author = {Heine, C. and Herrler, Rainer and Petsch, M. and Anhalt, C.}, booktitle = {AMCIS 2003 Proceedings, Tampa/Florida, August 2003 (Best Paper Award)}, keywords = {myown}, title = {ADAPT - Adaptive Multi Agent Proceedingsess Planning & Coordination of Clinical Trials}, year = 2003 }
• 
  Von der verhaltensbasierten Multiagentensimulation zur Simulation menschlichen Verhaltens. Kl{ü}gl, F.; Oechslein, Christoph; Herrler, Rainer. In Simulation menschlichen Verhaltens (ASIM Fachgruppe: Simulation und K{ü}nstliche Intelligenz), Berlin, Germany, M{ä}rz. 2003.
  • [ BibTeX ]
  @inproceedings{klueoec0qsw, author = {Kl{\"u}gl, F. and Oechslein, Christoph and Herrler, Rainer}, booktitle = {Simulation menschlichen Verhaltens (ASIM Fachgruppe: Simulation und K{\"u}nstliche Intelligenz), Berlin, Germany, M{\"a}rz}, keywords = {myown}, title = {Von der verhaltensbasierten Multiagentensimulation zur Simulation menschlichen Verhaltens}, year = 2003 }
• 
  {Inductive Learning of Simple Diagnostic Scores}. Atzmueller, Martin; Baumeister, Joachim; Puppe, Frank. In Medical Data Analysis, Proc. 4th Intl. Symposium on Medical Data Analysis (ISMDA 2003), LNCS 2868, pp. 23–30. 2003.
  • [ BibTeX ]
  @inproceedings{ABP:03Score, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Medical Data Analysis, Proc. 4th Intl. Symposium on Medical Data Analysis (ISMDA 2003), LNCS 2868}, keywords = {knowledge}, pages = {23-30}, title = {{Inductive Learning of Simple Diagnostic Scores}}, year = 2003 }
• 
  Route Decision Behaviour in a Commuting Scenario. Kl{ü}gl, F.; Bazzan, Ana L. C. In EIRASS Workshop: Behavioural Modelling for ITS. 2003.
  • [ BibTeX ]
  @inproceedings{kluebaz03_, author = {Kl{\"u}gl, F. and Bazzan, Ana L. C.}, booktitle = {EIRASS Workshop: Behavioural Modelling for ITS}, keywords = {myown}, title = {Route Decision Behaviour in a Commuting Scenario}, year = 2003 }

• 
  Appointment Scheduling Among Agents: A Case Study In Designing Suitable Interaction Protocols. Herrler, Rainer; Heine, C.; Kl{ü}gl, F. In AMCIS 2002 Proceedings, Dallas, pp. 1456–1463. 2002.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{herhei02, author = {Herrler, Rainer and Heine, C. and Kl{\"u}gl, F.}, booktitle = {AMCIS 2002 Proceedings, Dallas}, keywords = {myown}, pages = {1456–1463}, title = {Appointment Scheduling Among Agents: A Case Study In Designing Suitable Interaction Protocols.}, year = 2002 }
• 
  Simulation of Adaptive Agents: Learning Heuristics for Route Choice in a Commuter Scenario. Kl{ü}gl, F.; Bazzan, Ana L. C. In Proceedings of the 1st. AAMAS (Autonomous Agents and Multiagent Systems), p. 217f. 2002.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluebaz0jdhd, author = {Kl{\"u}gl, F. and Bazzan, Ana L. C.}, booktitle = {Proceedings of the 1st. AAMAS (Autonomous Agents and Multiagent Systems)}, keywords = {myown}, pages = {217f}, title = {Simulation of Adaptive Agents: Learning Heuristics for Route Choice in a Commuter Scenario}, year = 2002 }
• 
  {Inductive Learning for Case-Based Diagnosis with Multiple Faults}. Baumeister, Joachim; Atzmueller, Martin; Puppe, Frank. In Advances in Case-Based Reasoning, Vol. 2416 of LNAI, pp. 28–42. 2002.
  • [ BibTeX ]
  @inproceedings{BAP:02, author = {Baumeister, Joachim and Atzmueller, Martin and Puppe, Frank}, booktitle = {Advances in Case-Based Reasoning}, keywords = {knowledge}, note = {Proc. 6th European Conference on Case-Based Reasoning (ECCBR 2002)}, pages = {28-42}, series = {LNAI}, title = {{Inductive Learning for Case-Based Diagnosis with Multiple Faults}}, volume = 2416, year = 2002 }
• 
  HepatoConsult: A Knowledge-Based Second Opinion and Documentation System. Buscher, Hans-Peter; Engler, Ch.; F{ü}hrer, A.; Kirschke, S.; Puppe, Frank. In Artificial Intelligence in Medicine, 24(3). 2002.
  • [ BibTeX ]
  • [ URL ]
  @article{buseng02, author = {Buscher, Hans-Peter and Engler, Ch. and F{\"u}hrer, A. and Kirschke, S. and Puppe, Frank}, journal = {Artificial Intelligence in Medicine}, keywords = {myown}, note = {March}, number = 3, title = {HepatoConsult: A Knowledge-Based Second Opinion and Documentation System}, volume = 24, year = 2002 }
• 
  Multi-Agent Modelling in Comparison to Standard Modelling. Kl{ü}gl, F.; Oechslein, Christoph; Puppe, Frank; Dornhaus, Anna. In AIS’2002 (Artificial Intelligence, Simulation and Planning in High Autonomy Systems), pp. 105–110. SCS Publishing House, 2002.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{klueoec0kdjd, author = {Kl{\"u}gl, F. and Oechslein, Christoph and Puppe, Frank and Dornhaus, Anna}, booktitle = {AIS'2002 (Artificial Intelligence, Simulation and Planning in High Autonomy Systems)}, keywords = {myown}, note = {In: AIS'2002 (Artificial Intelligence, Simulation and Planning in High Autonomy Systems), F. J. Barros and N. Giambiasi (Eds.)}, pages = {105–110}, publisher = {SCS Publishing House}, title = {Multi-Agent Modelling in Comparison to Standard Modelling}, year = 2002 }
• 
  The impact of real-time information in a two-route scenario using agent-based simulation. Wahle, Joachim; Bazzan, Ana L. C.; Kl{ü}gl, F.; Schreckenberg, M. In Transportation Research Part C, 10, pp. 399–417. 2002.
  • [ BibTeX ]
  @article{wahbaz02, author = {Wahle, Joachim and Bazzan, Ana L. C. and Kl{\"u}gl, F. and Schreckenberg, M.}, journal = {Transportation Research Part C}, keywords = {myown}, note = {Transportation Research Part C 10(2002)}, pages = {399–417}, title = {The impact of real-time information in a two-route scenario using agent-based simulation}, volume = 10, year = 2002 }
• 
  OntHoS - an Ontology for Hospital Scenarios. Becker, M.; Heine, C.; Herrler, Rainer; Krempels, K.-H. 2002.
  • [ BibTeX ]
  • [ URL ]
  @techreport{bechei02, author = {Becker, M. and Heine, C. and Herrler, Rainer and Krempels, K.-H.}, keywords = {myown}, note = {Technical Report No. 300, Julius-Maximilians-Universit{\"a}t W{\"u}rzburg, Institut f{\"u}r Informatik, September}, title = {OntHoS - an Ontology for Hospital Scenarios.}, year = 2002 }
• 
  A Rule-Based vs. a Model-Based Implementation of the Knowledge System LIMPACT and its Significance for Maintenance and Discovery of Ecological Knowledge. Neumann, Michael; Baumeister, Joachim. In ISEI’02: Proceedings of the 3rd Conference of the International Society for Ecological Informatics. Rome, Italy, 2002.
  • [ BibTeX ]
  @inproceedings{NB:ISEI:02, author = {Neumann, Michael and Baumeister, Joachim}, booktitle = {ISEI'02: Proceedings of the 3rd Conference of the International Society for Ecological Informatics}, keywords = {rule}, title = {A Rule-Based vs. a Model-Based Implementation of the Knowledge System LIMPACT and its Significance for Maintenance and Discovery of Ecological Knowledge}, year = 2002 }
• 
  Diagnostic Reasoning with Multilevel Set-Covering Models. Baumeister, Joachim; Seipel, Dietmar. In DX’02: Proceedings of the 13th International Workshop on Principles of Diagnosis. Semmering, Austria, 2002.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BS:DX:02, author = {Baumeister, Joachim and Seipel, Dietmar}, booktitle = {DX'02: Proceedings of the 13th International Workshop on Principles of Diagnosis}, keywords = {SetCoveringModels}, title = {Diagnostic Reasoning with Multilevel Set-Covering Models}, year = 2002 }
• 
  Inductive Learning for Case-Based Diagnosis with Multiple Faults. Baumeister, Joachim; Atzmueller, Martin; Puppe, Frank. In ECCBR’02: Proceedings of the 6th European Conference on Case-Based Reasoning, LNAI 2416, pp. 28–42. 2002.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{BAP:ECCBR:02, author = {Baumeister, Joachim and Atzmueller, Martin and Puppe, Frank}, booktitle = {ECCBR'02: Proceedings of the 6th European Conference on Case-Based Reasoning, LNAI 2416}, keywords = {SetCoveringModels}, pages = {28-42}, title = {Inductive Learning for Case-Based Diagnosis with Multiple Faults}, year = 2002 }
• 
  An Expert System to Estimate the Pesticide Contamination of Small Streams using Benthic Macroinvertebrates as Bioindicators, Part 2: The Knowledge Base of LIMPACT. Neumann, Michael; Baumeister, Joachim; Liess, Matthias; Schulz, Ralf. In Ecological Indicators, 2(4), pp. 391–401. 2002.
  • [ BibTeX ]
  • [ URL ]
  @article{NBLS:EI:02, author = {Neumann, Michael and Baumeister, Joachim and Liess, Matthias and Schulz, Ralf}, journal = {Ecological Indicators}, keywords = {rule}, number = 4, pages = {391-401}, title = {An Expert System to Estimate the Pesticide Contamination of Small Streams using Benthic Macroinvertebrates as Bioindicators, Part 2: The Knowledge Base of LIMPACT}, volume = 2, year = 2002 }
• 
  {LIMPACT: Ein Expertensystem zur Abschätzung der Pflanzenschutzmittel-Belastung kleiner Flie\ss{}gewässer mittels der Makro\-inverte\-braten-Fauna}. Neumann, Michael; Baumeister, Joachim; Liess, Matthias; Schulz, Ralf. In Umweltwissenschaften und Schadstoff-Forschung (USWF), 3, pp. 152–156. Ecomed-Verlag, 2002.
  • [ BibTeX ]
  @article{NBLS:USWF:02, author = {Neumann, Michael and Baumeister, Joachim and Liess, Matthias and Schulz, Ralf}, journal = {Umweltwissenschaften und Schadstoff-Forschung (USWF)}, keywords = {rule}, pages = {152-156}, publisher = {Ecomed-Verlag}, title = {{LIMPACT: Ein Expertensystem zur Absch\"atzung der Pflanzenschutzmittel-Belastung kleiner Flie\ss{}gew\"asser mittels der Makro\-inverte\-braten-Fauna}}, volume = 3, year = 2002 }
• 
  Determinants of Alarm-Rate and the Potential of Intelligent Monitoring Systems in Routine Anaesthesiological Use. Broscheit, Jens; Lorenz, Karl-Werner; Baumeister, Joachim; Kranke, P.; Greim, C. Zürich, Switzerland, 2002.
  • [ BibTeX ]
  @misc{LBGRP:ESCTAIC:02, author = {Broscheit, Jens and Lorenz, Karl-Werner and Baumeister, Joachim and Kranke, P. and Greim, C.}, howpublished = {ESCTAIC'02: Proceedings of the 13th Annual Meeting of the European Society for Computing and Technology in Anaesthesia and Intensive Care}, keywords = {myown}, title = {Determinants of Alarm-Rate and the Potential of Intelligent Monitoring Systems in Routine Anaesthesiological Use}, year = 2002 }

• 
  Terminverhandlung unter Agenten - von der Beispielanalyse zum Protokoll. Herrler, Rainer; Puppe, Frank; Kl{ü}gl, F.; Kirn, Stefan; Heine, C. In Verteilte Informationssysteme auf Grundlage von Objekten, Komponenten und Agenten, Proceedings der Verbundtagung VertIS 2001, Bamberg, pp. 159–174. 2001.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{herpup01_1, author = {Herrler, Rainer and Puppe, Frank and Kl{\"u}gl, F. and Kirn, Stefan and Heine, C.}, booktitle = {Verteilte Informationssysteme auf Grundlage von Objekten, Komponenten und Agenten, Proceedings der Verbundtagung VertIS 2001, Bamberg}, keywords = {myown}, pages = {159–174}, title = {Terminverhandlung unter Agenten - von der Beispielanalyse zum Protokoll}, year = 2001 }
• 
  Multimediale wissens- und fallbasierte Trainings- und Informationssysteme in der Medizin. Reinhardt, Bettina; Puppe, Frank; Kochsiek, K.; Schewe, Stefan. 2001.
  • [ BibTeX ]
  • [ URL ]
  @misc{reipup01, author = {Reinhardt, Bettina and Puppe, Frank and Kochsiek, K. and Schewe, Stefan}, howpublished = {Abschlu{\ss}bericht, Projekt gef{\"o}rdert vom Bundesminister f{\"u}r Bildung und Forschung beim Deutschen Zentrum f{\"u}r Luft- und Raumfahrt (DLR), F{\"o}rderkennzeichen 01EI9603/1}, keywords = {myown}, note = {Abschlu{\ss}bericht, Projekt gef{\"o}rdert vom Bundesminister f{\"u}r Bildung und Forschung beim Deutschen Zentrum f{\"u}r Luft- und Raumfahrt (DLR), F{\"o}rderkennzeichen 01EI9603/1}, title = {Multimediale wissens- und fallbasierte Trainings- und Informationssysteme in der Medizin}, year = 2001 }
• 
  UML for Behavior-Oriented Multi-Agent Simulations. Oechslein, Christoph; Kl{ü}gl, F.; Herrler, Rainer; Puppe, Frank. In Proceedings of the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems (CEEMAS 2001), B. Dunin-Keplicz, E. Nawarecki (eds.). 2001.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{oecklue01_, author = {Oechslein, Christoph and Kl{\"u}gl, F. and Herrler, Rainer and Puppe, Frank}, booktitle = {Proceedings of the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems (CEEMAS 2001)}, editor = {Dunin-Keplicz, Babara and Nawarecki, Edward}, keywords = {myown}, title = {UML for Behavior-Oriented Multi-Agent Simulations}, year = 2001 }
• 
  Terminverhandlungen unter Agenten - von der Beispielanalyse zum Protokoll. Herrler, Rainer; Puppe, Frank; Kl{ü}gl, F.; Kirn, Stefan; Heine, C. In Verteilte Informationssysteme auf der Grundlage von Objekten, Komponenten und Agenten (VertIs), pp. 159–174. Eigenverlag, 2001.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{herpup01, author = {Herrler, Rainer and Puppe, Frank and Kl{\"u}gl, F. and Kirn, Stefan and Heine, C.}, booktitle = {Verteilte Informationssysteme auf der Grundlage von Objekten, Komponenten und Agenten (VertIs)}, keywords = {myown}, note = {In: Verteilte Informationssysteme auf der Grundlage von Objekten, Komponenten und Agenten (VertIs) Bamberg 2001, S. Jablonski, Kirn, S., M. Plaha, E.J. Sinz, A. Ulbrich-vom Ende, G. Wei{\ss} (Eds.) GI}, pages = {159–174}, publisher = {Eigenverlag}, title = {Terminverhandlungen unter Agenten - von der Beispielanalyse zum Protokoll}, year = 2001 }
• 
  Multiagentensimulation - Konzepte, Werkzeuge, Anwendung,. Kl{ü}gl, F. Addison Wesley, 2001.
  • [ BibTeX ]
  • [ URL ]
  @book{kluegl01_, author = {Kl{\"u}gl, F.}, keywords = {myown}, note = {Addison Wesley, April}, publisher = {Addison Wesley}, title = {Multiagentensimulation - Konzepte, Werkzeuge, Anwendung,}, year = 2001 }
• 
  Partiell-globales Scheduling von Logistikprozessen: Modell und Optimierungsstrategien f{ü}r ein Multiagentensimulationssystem in der akut-station{ä}ren Versorgung. Kirn, Stefan; Heine, C.; Petsch, M.; Puppe, Frank; Kl{ü}gl, F.; Herrler, Rainer. In Proceedings des 4.Kolloquiums des DFG-Schwerpunktprogrammes "Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien", Bonn. 2001.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kirhei01, author = {Kirn, Stefan and Heine, C. and Petsch, M. and Puppe, Frank and Kl{\"u}gl, F. and Herrler, Rainer}, booktitle = {Proceedings des 4.Kolloquiums des DFG-Schwerpunktprogrammes "Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien", Bonn}, keywords = {myown}, title = {Partiell-globales Scheduling von Logistikprozessen: Modell und Optimierungsstrategien f{\"u}r ein Multiagentensimulationssystem in der akut-station{\"a}ren Versorgung.}, year = 2001 }
• 
  Schema MedicCaseML Version 1.0, Schema zur Darstellung und zum Datenaustausch medizinischer Lernf{ä}lle f{ü}r den Einsatz in der multimedialen Lehre. Merz, A.-K.; Betz, Christian; Holzer, M.; Seitz, A.; Singer, R. 2001.
  • [ BibTeX ]
  • [ URL ]
  @misc{merbet01, author = {Merz, A.-K. and Betz, Christian and Holzer, M. and Seitz, A. and Singer, R.}, keywords = {myown}, title = {Schema MedicCaseML Version 1.0, Schema zur Darstellung und zum Datenaustausch medizinischer Lernf{\"a}lle f{\"u}r den Einsatz in der multimedialen Lehre}, year = 2001 }
• 
  Kombination betrieblicher Informationssysteme. Betz, Christian; Kestler, R. In Wissensbasierte Diagnosesysteme im Service-Support. Springer Verlag, 2001.
  • [ BibTeX ]
  @inproceedings{betkes01, author = {Betz, Christian and Kestler, R.}, booktitle = {Wissensbasierte Diagnosesysteme im Service-Support}, keywords = {myown}, note = {in Puppe, F.; Ziegler, S.; Martin, U.; Hupp. J.: Wissensbasierte Diagnosesysteme im Service-Support, Berlin, Germany, Heidelberg, NewYork}, publisher = {Springer Verlag}, title = {Kombination betrieblicher Informationssysteme}, year = 2001 }
• 
  Incremental Development of Diagnostic Set-Covering Models with Therapy Effects. Baumeister, Joachim; Seipel, Dietmar; Puppe, Frank. In Proceedings of the KI-2001 Workshop on Uncertainty in Artificial Intelligence. Vienna, Austria, 2001.
  • [ BibTeX ]
  @inproceedings{BSP:UAI:01, author = {Baumeister, Joachim and Seipel, Dietmar and Puppe, Frank}, booktitle = {Proceedings of the KI-2001 Workshop on Uncertainty in Artificial Intelligence}, keywords = {setCoveringModels}, title = {Incremental Development of Diagnostic Set-Covering Models with Therapy Effects}, year = 2001 }
• 
  Interaktive Dienstplanung in der Pflege. Forster, Frank; Puppe, Frank. In Heilberufe, (3), pp. 32–33. 2001.
  • [ BibTeX ]
  @article{forpup01, author = {Forster, Frank and Puppe, Frank}, journal = {Heilberufe}, keywords = {myown}, number = 3, pages = {32–33}, title = {Interaktive Dienstplanung in der Pflege}, year = 2001 }
• 
  Simulated Ant Colonies as a Framework for Evolutionary Models. Kl{ü}gl, F. In Proceedings of the International Conference on Intelligent Methods in Proceedingsessing and Manufacturing of Materials (IPMM 2001), Vancouver 2001. 2001.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluegl0jdnhc, author = {Kl{\"u}gl, F.}, booktitle = {Proceedings of the International Conference on Intelligent Methods in Proceedingsessing and Manufacturing of Materials (IPMM 2001), Vancouver 2001}, keywords = {myown}, title = {Simulated Ant Colonies as a Framework for Evolutionary Models}, year = 2001 }
• 
  Wissensbasierte Trainingssysteme: Wissens- und Studentenmodelle. Betz, Christian. In LLWA 01 -- Tagungsband der GI-Workshopwoche "Lernen -- Lehren -- Wissen -- Adaptivit{ä}t", Dortmund. 2001.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{betz01, author = {Betz, Christian}, booktitle = {LLWA 01 – Tagungsband der GI-Workshopwoche "Lernen – Lehren – Wissen – Adaptivit{\"a}t", Dortmund}, keywords = {myown}, title = {Wissensbasierte Trainingssysteme: Wissens- und Studentenmodelle}, year = 2001 }
• 
  Computerunterst{ü}tztes problemorientiertes Lernen. Puppe, Frank; Reinhardt, Bettina; Schultheis, K. J. Desel (ed.), pp. 135–156. Springer Verlag, 2001.
  • [ BibTeX ]
  @inbook{puprei01, author = {Puppe, Frank and Reinhardt, Bettina and Schultheis, K.}, editor = {Desel, J.}, keywords = {myown}, note = {in Desel, J. (Hrsg.): Was ist Informatik?, (in Druck)}, pages = {135–156}, publisher = {Springer Verlag}, title = {Computerunterst{\"u}tztes problemorientiertes Lernen}, year = 2001 }
• 
  Artificial Life Modelle f{ü}r soziale Insekten. Kl{ü}gl, F.; Oechslein, Christoph; Puppe, Frank. In Simulation in Geo- und Umweltwissenschaften: Workshop, L. B. J. Wittmann (ed.), pp. 35–47. Shaker Verlag, 2001.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{klueoec0lwien, author = {Kl{\"u}gl, F. and Oechslein, Christoph and Puppe, Frank}, booktitle = {Simulation in Geo- und Umweltwissenschaften: Workshop}, editor = {Wittmann, Lars Bernaard Jochen}, keywords = {myown}, pages = {35–47}, publisher = {Shaker Verlag}, title = {Artificial Life Modelle f{\"u}r soziale Insekten}, year = 2001 }
• 
  Emergent Organization in a Commuter Scenario Based on Heuristics Learning for Route Choice. Kl{ü}gl, F.; Bazzan, Ana L. C. In Proceedings of MAAMAW 2001 (Modeling Autonomous Agents in a Multi-Agent World). 2001.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluebaz0, author = {Kl{\"u}gl, F. and Bazzan, Ana L. C.}, booktitle = {Proceedings of MAAMAW 2001 (Modeling Autonomous Agents in a Multi-Agent World)}, keywords = {myown}, title = {Emergent Organization in a Commuter Scenario Based on Heuristics Learning for Route Choice}, year = 2001 }
• 
  {LIMPACT: Ein Expertensystem zur Abschätzung der Pflanzenschutzmittel-Belastung kleiner Flie\ss{}gewässer mittels der Makroinvertebraten-Fauna}. Neumann, Michael; Baumeister, Joachim; Liess, Matthias; Schulz, Ralf. In SETAC-GLB’01: Proceedings der SETAC-GLB Tagung. Berlin, Germany, 2001.
  • [ BibTeX ]
  @inproceedings{NBLS:SETAC:01, author = {Neumann, Michael and Baumeister, Joachim and Liess, Matthias and Schulz, Ralf}, booktitle = {SETAC-GLB'01: Proceedings der SETAC-GLB Tagung}, keywords = {rule}, title = {{LIMPACT: Ein Expertensystem zur Absch\"atzung der Pflanzenschutzmittel-Belastung kleiner Flie\ss{}gew\"asser mittels der Makroinvertebraten-Fauna}}, year = 2001 }

• 
  Problemorientierte Trainingssysteme im World Wide Web. Betz, Christian. In 10. Arbeitstreffen der GI-Fachgruppe 1.1.5/7.0.1, Hamburg. 2000.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{betz00_2, author = {Betz, Christian}, booktitle = {10. Arbeitstreffen der GI-Fachgruppe 1.1.5/7.0.1, Hamburg}, keywords = {myown}, title = {Problemorientierte Trainingssysteme im World Wide Web}, year = 2000 }
• 
  Multiagentensysteme und Individuenbasierte Simulation - Proceedings ASIM-Workshop M{ä}rz 2000. Kl{ü}gl, F.; Puppe, Frank; Schwarz, P.; Szczerbicka, Helena. In Technischer Bericht des Instituts f{ü}r Informatik, Nr. 253, M{ä}rz. 2000.
  • [ BibTeX ]
  @inproceedings{kluepup0, author = {Kl{\"u}gl, F. and Puppe, Frank and Schwarz, P. and Szczerbicka, Helena}, booktitle = {Technischer Bericht des Instituts f{\"u}r Informatik, Nr. 253, M{\"a}rz}, keywords = {myown}, title = {Multiagentensysteme und Individuenbasierte Simulation - Proceedings ASIM-Workshop M{\"a}rz 2000}, year = 2000 }
• 
  Evidence-based Medicine for Defining Medical Knowledge Bases. Puppe, Frank. In New Aspects fo High Technology in Medicine, pp. 435–442. 2000.
  • [ BibTeX ]
  @inproceedings{puppe00, author = {Puppe, Frank}, booktitle = {New Aspects fo High Technology in Medicine}, keywords = {myown}, note = {in Bruch, H.-P., K{\"o}ckerling, F., Bouchard, R., Schug-Pa{\ss}, C: New Aspects fo High Technology in Medicine, Monduzzi Editore}, pages = {435–442}, title = {Evidence-based Medicine for Defining Medical Knowledge Bases}, year = 2000 }
• 
  Information Generation and Navigation in Problem Based Training Systems. Betz, Christian. In Workshop Adaptive and Intelligent Web-Based Education Systems, ITS’2000 - The New Conditions of Learning and Training, Montreal. 2000.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{betz00, author = {Betz, Christian}, booktitle = {Workshop Adaptive and Intelligent Web-Based Education Systems, ITS'2000 - The New Conditions of Learning and Training, Montreal}, keywords = {myown}, title = {Information Generation and Navigation in Problem Based Training Systems}, year = 2000 }
• 
  Anticipatory Traffic Forecast Using Multi-Agent Techniques. Bazzan, Ana L. C.; Wahle, Joachim; Kl{ü}gl, F.; Schreckenberg, M. In Traffic and Granular Flow ’99. Springer Verlag, 2000.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{bazwah00, author = {Bazzan, Ana L. C. and Wahle, Joachim and Kl{\"u}gl, F. and Schreckenberg, M.}, booktitle = {Traffic and Granular Flow '99}, keywords = {myown}, note = {In. D. Helbing, H. Hermann, M. Schreckenberg, D. Wolf (eds.):Traffic and Granular Flow '99, Heidelberg, 2000}, publisher = {Springer Verlag}, title = {Anticipatory Traffic Forecast Using Multi-Agent Techniques}, year = 2000 }
• 
  Knowledge Engineering. Puppe, Frank; Stoyan, Herbert; Studer, Rudi. In Handbuch der K{ü}nstlichen Intelligenz, pp. 599–642. Oldenbourg-Verlag, 2000.
  • [ BibTeX ]
  @inbook{pupsto00, author = {Puppe, Frank and Stoyan, Herbert and Studer, Rudi}, keywords = {myown}, note = {in G{\"o}rz, G., Rollinger, C.-R., Schneeberger, J. (Hrsg.): Handbuch der K{\"u}nstlichen Intelligenz, 3. Auflage}, pages = {599–642}, publisher = {Oldenbourg-Verlag}, series = {Handbuch der K{\"u}nstlichen Intelligenz}, title = {Knowledge Engineering}, year = 2000 }
• 
  Aktivit{ä}tsbasierte Verhaltensmodellierung und ihre Unterst{ü}tzung bei Multiagentensimulationen,. Technical Report (PhD dissertation), . Kl{ü}gl, F. PhD dissertation. Institut f{ü}r Informatik, Universit{ä}t W{ü}rzburg, 2000.
  • [ BibTeX ]
  @phdthesis{kluegl0ieu, author = {Kl{\"u}gl, F.}, keywords = {myown}, note = {Doktorarbeit, Institut f{\"u}r Informatik, Universit{\"a}t W{\"u}rzburg, Mai}, school = {Institut f{\"u}r Informatik, Universit{\"a}t W{\"u}rzburg}, title = {Aktivit{\"a}tsbasierte Verhaltensmodellierung und ihre Unterst{\"u}tzung bei Multiagentensimulationen,}, year = 2000 }
• 
  Informationsrecherche in problembasierten Tutorsystemen. Betz, Christian. In 5. Workshop der AG CBT in der Medizin der GMDS, K{ö}ln. 2000.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{betz00_1, author = {Betz, Christian}, booktitle = {5. Workshop der AG CBT in der Medizin der GMDS, K{\"o}ln}, keywords = {myown}, title = {Informationsrecherche in problembasierten Tutorsystemen}, year = 2000 }
• 
  Decision Dynamics in a Traffic Scenario. Wahle, Joachim; Bazzan, Ana L. C.; Kl{ü}gl, F.; Schreckenberg, M. In Physica A, 287(3-4), pp. 331–343. 2000.
  • [ BibTeX ]
  @article{wahbaz00, author = {Wahle, Joachim and Bazzan, Ana L. C. and Kl{\"u}gl, F. and Schreckenberg, M.}, journal = {Physica A}, keywords = {myown}, note = {Physica A Vol. 287 (3-4)}, number = {3-4}, pages = {331–343}, title = {Decision Dynamics in a Traffic Scenario}, volume = 287, year = 2000 }
• 
  Visuelles Programmieren als Basis einer Modellierumgebung: Eigenschaften, Konzepte, Anforderungen. Technical Report (260), . Kl{ü}gl, F. Instituts f{ü}r Informatik, University of Wuerzburg, 2000.
  • [ BibTeX ]
  • [ URL ]
  @techreport{kluegl00_, author = {Kl{\"u}gl, F.}, institution = {Instituts f{\"u}r Informatik, University of Wuerzburg}, keywords = {myown}, note = {Technischer Bericht des Instituts f{\"u}r Informatik, Nr. 260, Mai 2000}, number = 260, title = {Visuelles Programmieren als Basis einer Modellierumgebung: Eigenschaften, Konzepte, Anforderungen}, year = 2000 }
• 
  Wissensbasierte Diagnosesysteme im Service Support - mit Erfahrungsberichten. Puppe, Frank; Ziegler, Susanne; Martin, Ulrich; Hupp, J{ü}rgen. Springer Verlag, 2000.
  • [ BibTeX ]
  • [ URL ]
  @book{pupzie00, author = {Puppe, Frank and Ziegler, Susanne and Martin, Ulrich and Hupp, J{\"u}rgen}, keywords = {myown}, publisher = {Springer Verlag}, title = {Wissensbasierte Diagnosesysteme im Service Support - mit Erfahrungsberichten}, year = 2000 }
• 
  Agentenorientierte Modellierung vernetzter Logistikkreisl{ä}ufe als Ausgangspunkt agentenbasierter Simulation - Beispiel W{ö}chnerinnenstation. Kirn, Stefan; Heine, C.; Petsch, M.; Puppe, Frank; Kl{ü}gl, F.; Herrler, Rainer. In Proceedings des 2. Kolloquiums des Schwerpunktprogrammes "Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien". 2000.
  • [ BibTeX ]
  @inproceedings{kirhei00, author = {Kirn, Stefan and Heine, C. and Petsch, M. and Puppe, Frank and Kl{\"u}gl, F. and Herrler, Rainer}, booktitle = {Proceedings des 2. Kolloquiums des Schwerpunktprogrammes "Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien"}, keywords = {myown}, title = {Agentenorientierte Modellierung vernetzter Logistikkreisl{\"a}ufe als Ausgangspunkt agentenbasierter Simulation - Beispiel W{\"o}chnerinnenstation}, year = 2000 }
• 
  Konzept einer Schedulingkomponente f{ü}r ein Krankenhaus-Multiagentensystem. Puppe, Frank; Herrler, Rainer; Kl{ü}gl, F.; Kirn, Stefan; Heine, C. In Proceedings des 2. Kolloquiums des Schwerpunktprogrammes "Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien". 2000.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{pupher00, author = {Puppe, Frank and Herrler, Rainer and Kl{\"u}gl, F. and Kirn, Stefan and Heine, C.}, booktitle = {Proceedings des 2. Kolloquiums des Schwerpunktprogrammes "Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien"}, keywords = {myown}, title = {Konzept einer Schedulingkomponente f{\"u}r ein Krankenhaus-Multiagentensystem}, year = 2000 }
• 
  Knowledge Formalization Patterns. Puppe, Frank. In Proceedings of PKAW 2000, Sydney Australia. 2000.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{puppe00_1, author = {Puppe, Frank}, booktitle = {Proceedings of PKAW 2000, Sydney Australia}, keywords = {myown}, title = {Knowledge Formalization Patterns}, year = 2000 }
• 
  Towards Anticipatory Traffic Forecast - Modelling of Route Choice Behaviour. Kl{ü}gl, F.; Wahle, Joachim; Bazzan, Ana L. C.; Schreckenberg, M. In Proceedings des Workshops "Agents in Traffic Modelling" at the Autonomous Agents 2000, Barcelona, Juni. 2000.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluewah0, author = {Kl{\"u}gl, F. and Wahle, Joachim and Bazzan, Ana L. C. and Schreckenberg, M.}, booktitle = {Proceedings des Workshops "Agents in Traffic Modelling" at the Autonomous Agents 2000, Barcelona, Juni}, keywords = {myown}, title = {Towards Anticipatory Traffic Forecast - Modelling of Route Choice Behaviour}, year = 2000 }

• 
  Generierung flexibler intelligenter Trainingssysteme. Reinhardt, Bettina; Puppe, Frank. In K{ü}nstliche Intelligenz, (4), pp. 12–18. 1999.
  • [ BibTeX ]
  • [ URL ]
  @article{reipup99, author = {Reinhardt, Bettina and Puppe, Frank}, journal = {K{\"u}nstliche Intelligenz}, keywords = {myown}, note = {in: /1999}, number = 4, pages = {12–18}, title = {Generierung flexibler intelligenter Trainingssysteme}, year = 1999 }
• 
  Kalibrierung von Multiagentenmodellen. Oechslein, Christoph; Kl{ü}gl, F.; Puppe, Frank. In 13. Workshop der ASIM-Fachgruppe "Simulation und K{ü}nstliche Intelligenz" In Chemnitzer Informatik-Berichten (CSR-99-03). 1999.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{oecklue9, author = {Oechslein, Christoph and Kl{\"u}gl, F. and Puppe, Frank}, booktitle = {13. Workshop der ASIM-Fachgruppe "Simulation und K{\"u}nstliche Intelligenz" In Chemnitzer Informatik-Berichten (CSR-99-03)}, keywords = {myown}, title = {Kalibrierung von Multiagentenmodellen}, year = 1999 }
• 
  Multiagentensimulation logistischer Prozesse im Krankenhausszenario: Konzepte und Perspektiven. Oechslein, Christoph; Kl{ü}gl, F.; Puppe, Frank. In Proceedings des Workshops "Agententechnologie" auf der 23. Deutschen Jahrestagung K{ü}nstliche Intelligenz, TZI-Bericht Nr. 16, I. Timm (ed.), pp. 89–98. 1999.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{oecklue99_aawd, author = {Oechslein, Christoph and Kl{\"u}gl, F. and Puppe, Frank}, booktitle = {Proceedings des Workshops "Agententechnologie" auf der 23. Deutschen Jahrestagung K{\"u}nstliche Intelligenz, TZI-Bericht Nr. 16}, editor = {Timm, I.J.}, keywords = {myown}, pages = {89–98}, title = {Multiagentensimulation logistischer Prozesse im Krankenhausszenario: Konzepte und Perspektiven}, year = 1999 }
• 
  Meta Knowledge for Extending Diagnostic Consultation to Critiquing Systems. Puppe, Frank. In Proceedings of EKAW-99 11th European Workshop on Knowledge Acquisition, Modeling, and Management, LNAI 1621, pp. 367–372. Springer Verlag, 1999.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{puppe99_1, author = {Puppe, Frank}, booktitle = {Proceedings of EKAW-99 11th European Workshop on Knowledge Acquisition, Modeling, and Management, LNAI 1621}, keywords = {myown}, pages = {367–372}, publisher = {Springer Verlag}, title = {Meta Knowledge for Extending Diagnostic Consultation to Critiquing Systems}, year = 1999 }
• 
  Kooperiende Diagnoseagenten. Bamberger, Stefan; Puppe, Frank. In Informatik: Forschung und Entwicklung, 14(3), pp. 135–144. 1999.
  • [ BibTeX ]
  @article{bampup99, author = {Bamberger, Stefan and Puppe, Frank}, journal = {Informatik: Forschung und Entwicklung}, keywords = {myown}, note = {in: Informatik: Forschung und Entwicklung 14 (3)}, number = 3, pages = {135-144}, title = {Kooperiende Diagnoseagenten}, volume = 14, year = 1999 }
• 
  A Parasite - Host Simulation Perspective on Virulence in Varroa jacobsoni. Fuchs, S.; Dornhaus, Anna; Hager, R.; Kl{ü}gl, F.; Puppe, Frank; Tautz, J{ü}rgen. In M. P. Schwarz and K. Hogendoorn (eds.): Social Insects at the turn of the Millennium, 13th Congress of the International Union for the Study of Social Insects IUSSI, Adelaide, Australia. 1999.
  • [ BibTeX ]
  @inproceedings{fucdor99, author = {Fuchs, S. and Dornhaus, Anna and Hager, R. and Kl{\"u}gl, F. and Puppe, Frank and Tautz, J{\"u}rgen}, booktitle = {M. P. Schwarz and K. Hogendoorn (eds.): Social Insects at the turn of the Millennium, 13th Congress of the International Union for the Study of Social Insects IUSSI, Adelaide, Australia}, keywords = {myown}, title = {A Parasite - Host Simulation Perspective on Virulence in Varroa jacobsoni}, year = 1999 }
• 
  A new scheme for computer-supported continous medical education with control and evaluation mechanisms. Leiner, F.; Schewe, Stefan; Betz, Christian; Prinz, J.; Puppe, Frank; Reinhardt, Bettina; Rienhoff, O. In 44. Jahrestagung der Deutschen Gesellschaft f{ü}r Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Heidelberg. 1999.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{leisch99, author = {Leiner, F. and Schewe, Stefan and Betz, Christian and Prinz, J. and Puppe, Frank and Reinhardt, Bettina and Rienhoff, O.}, booktitle = {44. Jahrestagung der Deutschen Gesellschaft f{\"u}r Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Heidelberg}, keywords = {myown}, title = {A new scheme for computer-supported continous medical education with control and evaluation mechanisms}, year = 1999 }
• 
  Diagnostische Modelle und Tutorsysteme zur Unterst{ü}tzung {ä}rztlicher Entscheidungsfindung. Puppe, Frank; Reinhardt, Bettina. In Erfahrung und Beweis: Medizinische Entscheidungen und Evidence-bases Medicine, pp. 175–206. Verlag Hans Huber, 1999.
  • [ BibTeX ]
  @inproceedings{puprei99, author = {Puppe, Frank and Reinhardt, Bettina}, booktitle = {Erfahrung und Beweis: Medizinische Entscheidungen und Evidence-bases Medicine}, keywords = {myown}, note = {in: Fischer, M. und Bartens, W. (Hrsg.): Zwischen Erfahrung und Beweis: Medizinische Entscheidungen und Evidence-bases Medicine}, pages = {175–206}, publisher = {Verlag Hans Huber}, title = {Diagnostische Modelle und Tutorsysteme zur Unterst{\"u}tzung {\"a}rztlicher Entscheidungsfindung}, year = 1999 }
• 
  Kritikoptionen in fallbasierten Trainingssystemen. Reinhardt, Bettina. In Proceedings GMDS-Workshop in Heidelberg on Computer Based Training. 1999.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{reinha99, author = {Reinhardt, Bettina}, booktitle = {Proceedings GMDS-Workshop in Heidelberg on Computer Based Training}, keywords = {myown}, title = {Kritikoptionen in fallbasierten Trainingssystemen}, year = 1999 }
• 
  Experiences with a Knowledge-Based Tutoring System for Student Education in Rheumatology. Schewe, Stefan; Reinhardt, Bettina; Betz, Christian. In Proceedings XPS-99: Wissensbasierte Systeme -- Bilanz und Perspektiven, Lecture Notes of Artificial Intelligence, Heidelberg. Springer Verlag, 1999.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{schrei99, author = {Schewe, Stefan and Reinhardt, Bettina and Betz, Christian}, booktitle = {Proceedings XPS-99: Wissensbasierte Systeme – Bilanz und Perspektiven, Lecture Notes of Artificial Intelligence, Heidelberg}, keywords = {myown}, publisher = {Springer Verlag}, title = {Experiences with a Knowledge-Based Tutoring System for Student Education in Rheumatology}, year = 1999 }
• 
  Agents in Traffic Modelling - From reactive to social behaviour. Bazzan, Ana L. C.; Wahle, Joachim; Kl{ü}gl, F. In Proceedings of UKMAS ’99. 1999.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{bazwah99_1, author = {Bazzan, Ana L. C. and Wahle, Joachim and Kl{\"u}gl, F.}, booktitle = {Proceedings of UKMAS '99}, keywords = {myown}, title = {Agents in Traffic Modelling - From reactive to social behaviour}, year = 1999 }
• 
  Multi-agent simulation of diagnostic and logistic processes. Kl{ü}gl, F.; Oechslein, Christoph; Puppe, Frank; Kirn, Stefan. In Tagungsband zum Workshop "Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien", Ilmenau, 22-23. Juli 1999. TU Ilmenau, Wirtschaftsinformatik 2, Arbeitsbericht Nr. 14, Juli 1999, pp. 151–159. 1999.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{klueoec9, author = {Kl{\"u}gl, F. and Oechslein, Christoph and Puppe, Frank and Kirn, Stefan}, booktitle = {Tagungsband zum Workshop "Intelligente Softwareagenten und betriebswirtschaftliche Anwendungsszenarien", Ilmenau, 22-23. Juli 1999. TU Ilmenau, Wirtschaftsinformatik 2, Arbeitsbericht Nr. 14, Juli 1999}, keywords = {myown}, pages = {151–159}, title = {Multi-agent simulation of diagnostic and logistic processes}, year = 1999 }
• 
  Knowledge-Based Diagnosis - Survey and Future Directions. Dressler, Oskar; Puppe, Frank. In XPS-99 Knowledge-Based Systems - Survey and Future Directions, LNAI 1570, pp. 24–46. Springer Verlag, 1999.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{drepup99, author = {Dressler, Oskar and Puppe, Frank}, booktitle = {XPS-99 Knowledge-Based Systems - Survey and Future Directions, LNAI 1570}, keywords = {myown}, pages = {24–46}, publisher = {Springer Verlag}, title = {Knowledge-Based Diagnosis - Survey and Future Directions}, year = 1999 }
• 
  Knowledge-Based Systems - Survey and Future Directions. Puppe, Frank. In . Springer Verlag, 1999.
  • [ BibTeX ]
  @proceedings{puppe99, author = {Puppe, Frank}, booktitle = {Proceedings of 5th Biannunal German Conference on Knowledge-Based Systems (XPS-99), LNAI 1570}, keywords = {myown}, publisher = {Springer Verlag}, title = {Knowledge-Based Systems - Survey and Future Directions}, year = 1999 }

• 
  Evaluation medizinischer Diagnostik-Expertensysteme zur Wissensvermittlung. Puppe, Frank; Puppe, Bernhard; Reinhardt, Bettina; Schewe, Stefan; Buscher, Hans-Peter. In Informatik, Biometrie und Epidemiologie in Medizin und Biologie, 29(1), pp. 48–59. 1998.
  • [ BibTeX ]
  • [ URL ]
  @article{puppup98, author = {Puppe, Frank and Puppe, Bernhard and Reinhardt, Bettina and Schewe, Stefan and Buscher, Hans-Peter}, journal = {Informatik, Biometrie und Epidemiologie in Medizin und Biologie}, keywords = {myown}, note = {Informatik, Biometrie und Epidemiologie in Medizin und Biologie 29 (1)}, number = 1, pages = {48–59}, title = {Evaluation medizinischer Diagnostik-Expertensysteme zur Wissensvermittlung}, volume = 29, year = 1998 }
• 
  Task selection in honey bees - experiments using multi-agent simulation. Dornhaus, Anna; Kl{ü}gl, F.; Puppe, Frank; Tautz, J{ü}rgen. In GWAL’98, Bochum, September 18-19, 1998. Verlag Harry Deutsch AG, 1998.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{dorklue9, author = {Dornhaus, Anna and Kl{\"u}gl, F. and Puppe, Frank and Tautz, J{\"u}rgen}, booktitle = {GWAL'98, Bochum, September 18-19, 1998}, keywords = {myown}, publisher = {Verlag Harry Deutsch AG}, title = {Task selection in honey bees - experiments using multi-agent simulation}, year = 1998 }
• 
  Simulating Multiple Emergent Behaviors - exemplified in an Ant Colony. Kl{ü}gl, F.; Puppe, Frank; Raub, U.; Tautz, J{ü}rgen. In Proceedings of "Artificial Life VI", Los Angeles, June 26-29, 1998; C. Adami, R. Belew, H. Kitano, and C. Taylor, eds. MIT Press, 1998.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluepup9, author = {Kl{\"u}gl, F. and Puppe, Frank and Raub, U. and Tautz, J{\"u}rgen}, booktitle = {Proceedings of "Artificial Life VI", Los Angeles, June 26-29, 1998; C. Adami, R. Belew, H. Kitano, and C. Taylor, eds.}, keywords = {myown}, publisher = {MIT Press}, title = {Simulating Multiple Emergent Behaviors - exemplified in an Ant Colony}, year = 1998 }
• 
  The Multi-Agent Simulation Environment SeSAm. Kl{ü}gl, F.; Puppe, Frank. In Proceedings des Workshops "Simulation in Knowledge-based Systems", Paderborn, April 1998 (= Report tr-ri-, Reihe Informatik, Universit{ä}t Paderborn), H. K. B{ü}ning (ed.), pp. 98–194. 1998.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluepup98_, author = {Kl{\"u}gl, F. and Puppe, Frank}, booktitle = {Proceedings des Workshops "Simulation in Knowledge-based Systems", Paderborn, April 1998 (= Report tr-ri-, Reihe Informatik, Universit{\"a}t Paderborn)}, editor = {B{\"u}ning, H. Kleine}, keywords = {myown}, pages = {98–194}, title = {The Multi-Agent Simulation Environment SeSAm}, year = 1998 }
• 
  Personaleinsatzplanung von Zugpersonal als mehrstufiges Zuordnungsproblem. Klingenbeck, S.; Puppe, Frank. In Proceedings des 12. PuK (Workshop f{ü}r Planen und Konfigurieren), Technical Report der Universit{ä}t Paderborn, Fachbereich Informatik. 1998.
  • [ BibTeX ]
  @inproceedings{klipup98, author = {Klingenbeck, S. and Puppe, Frank}, booktitle = {Proceedings des 12. PuK (Workshop f{\"u}r Planen und Konfigurieren), Technical Report der Universit{\"a}t Paderborn, Fachbereich Informatik}, keywords = {myown}, title = {Personaleinsatzplanung von Zugpersonal als mehrstufiges Zuordnungsproblem}, year = 1998 }
• 
  INKAD: Intelligentes, kooperatives Assistenzsystem zur Dispositionsunterst{ü}tzung in Produktionsplanungs- und {Â}--steuerungssystemen. Hestermann, Christian; Jentz, F.; Puppe, Frank; Dilger, W. In Proceedings Statustagung des BMBF Intelligente Systeme 1998, pp. 173–196. 1998.
  • [ BibTeX ]
  @inproceedings{hesjen98, author = {Hestermann, Christian and Jentz, F. and Puppe, Frank and Dilger, W.}, booktitle = {Proceedings Statustagung des BMBF Intelligente Systeme 1998}, keywords = {myown}, pages = {173–196}, title = {INKAD: Intelligentes, kooperatives Assistenzsystem zur Dispositionsunterst{\"u}tzung in Produktionsplanungs- und {\^A}–steuerungssystemen}, year = 1998 }
• 
  A Study in Knowledge Acquisition. Gappa, Ute; Puppe, Frank. In Experiences from the Sisyphus III Experiment for Rock Classification, in Proceedings of KAW-98: 12th Banff Knowledge Acquisition for Knowledge-Based Systems Workshop. 1998.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{gappup98, author = {Gappa, Ute and Puppe, Frank}, booktitle = {Experiences from the Sisyphus III Experiment for Rock Classification, in Proceedings of KAW-98: 12th Banff Knowledge Acquisition for Knowledge-Based Systems Workshop}, keywords = {myown}, title = {A Study in Knowledge Acquisition}, year = 1998 }
• 
  Knowledge Reuse among Diagnostic Problem Solving Methods in the Shell-Kit D3. Puppe, Frank. In International Journal of Human-Computer Studies, pp. 627–649. 1998.
  • [ BibTeX ]
  • [ URL ]
  @article{puppe98, author = {Puppe, Frank}, journal = {International Journal of Human-Computer Studies}, keywords = {myown}, note = {in: 49}, pages = {627–649}, title = {Knowledge Reuse among Diagnostic Problem Solving Methods in the Shell-Kit D3}, year = 1998 }
• 
  Intelligente Autorensysteme f{ü}r Computer-Basiertes Training. Reinhardt, Bettina. In Workshop Intelligente Unterst{ü}tzung f{ü}r offene Lehr/Lernsysteme, O. Schr{ö}der (ed.). 1998.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{reinha98, author = {Reinhardt, Bettina}, booktitle = {Workshop Intelligente Unterst{\"u}tzung f{\"u}r offene Lehr/Lernsysteme}, editor = {Schr{\"o}der, Olaf}, keywords = {myown}, title = {Intelligente Autorensysteme f{\"u}r Computer-Basiertes Training}, year = 1998 }
• 
  Concepts for a Critiquing System in Vague Domains. Rhein-Desel, Ute; Puppe, Frank. In Proceedings of KI-98, 22nd German Conference on Artificial Intelligence, LNAI 1504, pp. 201–212. Springer Verlag, 1998.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{rhepup98, author = {Rhein-Desel, Ute and Puppe, Frank}, booktitle = {Proceedings of KI-98, 22nd German Conference on Artificial Intelligence, LNAI 1504}, keywords = {myown}, pages = {201–212}, publisher = {Springer Verlag}, title = {Concepts for a Critiquing System in Vague Domains}, year = 1998 }

• 
  D3 - A new medium for Communication of Medical Knowledge. Puppe, Frank; Puppe, Bernhard. In Abstracts of 7th International Congress of Inborn Errors of Metabolism (IEOM-97), Vienna, W55. 1997.
  • [ BibTeX ]
  @inproceedings{puppup97_1, author = {Puppe, Frank and Puppe, Bernhard}, booktitle = {Abstracts of 7th International Congress of Inborn Errors of Metabolism (IEOM-97), Vienna, W55}, keywords = {myown}, title = {D3 - A new medium for Communication of Medical Knowledge}, year = 1997 }
• 
  D3-WWW-TRAINER Entwicklung einer Oberfl{ä}che f{ü}r die Netzanwendung. Faulhaber, Stefan; Reinhardt, Bettina. In Workshop der GI: Intelligente Lehr/Lernsysteme September 97 in Duisburg Interner Bericht der TU M{ü}nchen TUM-I9736, August 1997, pp. 31–40. 1997.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{faurei97, author = {Faulhaber, Stefan and Reinhardt, Bettina}, booktitle = {Workshop der GI: Intelligente Lehr/Lernsysteme September 97 in Duisburg Interner Bericht der TU M{\"u}nchen TUM-I9736, August 1997}, keywords = {myown}, pages = {31–40}, title = {D3-WWW-TRAINER Entwicklung einer Oberfl{\"a}che f{\"u}r die Netzanwendung}, year = 1997 }
• 
  Generating Case Oriented Intelligent Tutoring Systems. Reinhardt, Bettina. In AAAI Fall Symposium ITS Authoring Systems November 97. 1997.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{reinha97, author = {Reinhardt, Bettina}, booktitle = {AAAI Fall Symposium ITS Authoring Systems November 97}, keywords = {myown}, title = {Generating Case Oriented Intelligent Tutoring Systems}, year = 1997 }
• 
  Intelligentes, kooperatives Assistenzsystem zur Dispositionsunterst{ü}tzung in Produktionsplanungs- und -steuerungs-Systemen. Hestermann, Christian; Wolber, Michael; Wellner, J. In M. Mueller, O. Schumann, S. Schumann (Hrsg.): Beitr{ä}ge zum 11.Workshop ’Planen und Konfigurieren’ (PuK-97); FR-1997-001, Februar 1997, FORWISS, Erlangen. 1997.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{heswol97, author = {Hestermann, Christian and Wolber, Michael and Wellner, J.}, booktitle = {M. Mueller, O. Schumann, S. Schumann (Hrsg.): Beitr{\"a}ge zum 11.Workshop 'Planen und Konfigurieren' (PuK-97); FR-1997-001, Februar 1997, FORWISS, Erlangen}, keywords = {myown}, title = {Intelligentes, kooperatives Assistenzsystem zur Dispositionsunterst{\"u}tzung in Produktionsplanungs- und -steuerungs-Systemen}, year = 1997 }
• 
  A new technique to simulate ant-colonies. Raub, U.; Kl{ü}gl, F. In Social Insects, Proceedings of IUSSI-Conference, K. Crailsheim, A. Stubentheiner (eds.). Eigenverlag, 1997.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{rauklue9, author = {Raub, U. and Kl{\"u}gl, F.}, booktitle = {Social Insects, Proceedings of IUSSI-Conference}, editor = {Crailsheim, Karl and Stubentheiner, Anton}, keywords = {myown}, publisher = {Eigenverlag}, title = {A new technique to simulate ant-colonies}, year = 1997 }
• 
  Komplexit{ä}sreduktion durch grafische Wissensabstraktion. Bamberger, Stefan; Gappa, Ute; Kl{ü}gl, F.; Puppe, Frank. In In Proceedings der 4. Deutschen Tagung Expertensysteme (XPS-97), PAI 6, infix, pp. 61–78. Infix, 1997.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{bamgap97, author = {Bamberger, Stefan and Gappa, Ute and Kl{\"u}gl, F. and Puppe, Frank}, booktitle = {In Proceedings der 4. Deutschen Tagung Expertensysteme (XPS-97), PAI 6, infix}, keywords = {myown}, pages = {61–78}, publisher = {Infix}, title = {Komplexit{\"a}sreduktion durch grafische Wissensabstraktion}, year = 1997 }
• 
  Wissensbasierte Diagnose- und Informationssysteme mit dem Shell-Baukasten D3. Puppe, Frank; Bamberger, Stefan; Kl{ü}gl, Franziska; Kohlert, Sigi; Landvogt, Stefan; Reinhardt, Bettina; Unglert, Thomas; Wolber, Michael. pp. 1–220. 1997.
  • [ BibTeX ]
  @misc{pupbam97, author = {Puppe, Frank and Bamberger, Stefan and Kl{\"u}gl, Franziska and Kohlert, Sigi and Landvogt, Stefan and Reinhardt, Bettina and Unglert, Thomas and Wolber, Michael}, howpublished = {Handbuch, 1-220, Universit{\"a}t W{\"u}rzburg}, keywords = {myown}, note = {Handbuch, Universit{\"a}t W{\"u}rzburg}, pages = {1–220}, title = {Wissensbasierte Diagnose- und Informationssysteme mit dem Shell-Baukasten D3}, year = 1997 }
• 
  Mehrfachverwendung von diagnostischen Wissensbasen in der Medizin. Puppe, Frank; Schewe, Stefan. In K{ü}nstliche Intelligenz, 97/3, pp. 15–23. 1997.
  • [ BibTeX ]
  @article{pupsch97, author = {Puppe, Frank and Schewe, Stefan}, journal = {K{\"u}nstliche Intelligenz}, keywords = {myown}, note = {K{\"u}nstliche Intelligenz 97/3}, pages = {15–23}, title = {Mehrfachverwendung von diagnostischen Wissensbasen in der Medizin}, volume = {97/3}, year = 1997 }
• 
  Perspektiven wissensbasierter Arztbriefsysteme. Puppe, Frank. In Proceedings Workshop 7 der XPS-99: Haux, R., Prokosch, H.-U. und Puppe, F.(Hrsg.): Integretation wissensbasierter Funktionen in Krankenhausinformationssysteme, Proceedings zum Workshop Integration wissensbasierter Funktionen in Krankenhausinformationssystemen" der 4. Deutschen Tagung Expertensysteme (XPS-97), 9-11, 1997, Interner Bericht der Universit{ä}t W{ü}rzburg, Institut f{ü}r Informatik, 9-10. 1997.
  • [ BibTeX ]
  @inproceedings{puppe97, author = {Puppe, Frank}, booktitle = {Proceedings Workshop 7 der XPS-99: Haux, R., Prokosch, H.-U. und Puppe, F.(Hrsg.): Integretation wissensbasierter Funktionen in Krankenhausinformationssysteme, Proceedings zum Workshop Integration wissensbasierter Funktionen in Krankenhausinformationssystemen" der 4. Deutschen Tagung Expertensysteme (XPS-97), 9-11, 1997, Interner Bericht der Universit{\"a}t W{\"u}rzburg, Institut f{\"u}r Informatik, 9-10}, keywords = {myown}, title = {Perspektiven wissensbasierter Arztbriefsysteme}, year = 1997 }
• 
  Didaktische Aspekte in fallorientierten intelligenten Trainingssystemen. Reinhardt, Bettina; Puppe, Frank. In CBT in der Medizin - Methoden Techniken, Anwendungen, Proceedings GMDS-Workshop in Aachen on Computer Based Training, pp. 157–168. Verlag der Augustinus-Buchhandlung, 1997.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{reipup97, author = {Reinhardt, Bettina and Puppe, Frank}, booktitle = {CBT in der Medizin - Methoden Techniken, Anwendungen, Proceedings GMDS-Workshop in Aachen on Computer Based Training}, keywords = {myown}, pages = {157–168}, publisher = {Verlag der Augustinus-Buchhandlung}, title = {Didaktische Aspekte in fallorientierten intelligenten Trainingssystemen}, year = 1997 }
• 
  Reproducing the behaviour of a complete ant colony. Kl{ü}gl, F.; Raub, U. In GWAL’97 (2. German Workshop on Artificial Life). 1997.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluerau9, author = {Kl{\"u}gl, F. and Raub, U.}, booktitle = {GWAL'97 (2. German Workshop on Artificial Life)}, keywords = {myown}, title = {Reproducing the behaviour of a complete ant colony}, year = 1997 }
• 
  A comparison between Operations Research-models and real world scheduling problems. Hestermann, Christian; Wolber, Michael. In The European Conference on Intelligent Management Systems in Operations; University of Salford, U.K., 25-26 March 1997. 1997.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{heswol97_1, author = {Hestermann, Christian and Wolber, Michael}, booktitle = {The European Conference on Intelligent Management Systems in Operations; University of Salford, U.K., 25-26 March 1997}, keywords = {myown}, title = {A comparison between Operations Research-models and real world scheduling problems}, year = 1997 }

• 
  Expertensysteme. Puppe, Frank. In W{ö}rterbuch der Kognitionswissenschaft, pp. 169–180. Klett Cotta, 1996.
  • [ BibTeX ]
  @inproceedings{puppe96, author = {Puppe, Frank}, booktitle = {W{\"o}rterbuch der Kognitionswissenschaft}, keywords = {myown}, note = {in Strube, G. et al. (Hrsg.): W{\"o}rterbuch der Kognitionswissenschaft}, pages = {169–180}, publisher = {Klett Cotta}, title = {Expertensysteme}, year = 1996 }
• 
  Evaluation of a knowledge-based Tutorial program in rheumatology - a part of a mandatory course in internal medicine. Schewe, Stefan; Quack, T.; Reinhardt, Bettina; Puppe, Frank. In Proceedings of 3rd. Int. Conf. on Intelligent Tutoring Systems (ITS-96), pp. 531–539. Springer Verlag, 1996.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{schqua96, author = {Schewe, Stefan and Quack, T. and Reinhardt, Bettina and Puppe, Frank}, booktitle = {Proceedings of 3rd. Int. Conf. on Intelligent Tutoring Systems (ITS-96)}, keywords = {myown}, pages = {531–539}, publisher = {Springer Verlag}, title = {Evaluation of a knowledge-based Tutorial program in rheumatology - a part of a mandatory course in internal medicine}, year = 1996 }
• 
  Cooperating Diagnostic Expert Systems. Bamberger, Stefan; Landvogt, Stefan; Puppe, Frank. In in Maurer, F. (ed.): Proceedings of 2nd Knowledge Engineering Forum. 1996.
  • [ BibTeX ]
  @inproceedings{bamlan96, author = {Bamberger, Stefan and Landvogt, Stefan and Puppe, Frank}, booktitle = {in Maurer, F. (ed.): Proceedings of 2nd Knowledge Engineering Forum}, keywords = {myown}, title = {Cooperating Diagnostic Expert Systems}, year = 1996 }
• 
  Generating Case-Oriented Training From Diagnostic Expert Systems. Puppe, Frank; Reinhardt, Bettina. In Machine Mediated Learning, 5(3/4), pp. 199–219. 1996.
  • [ BibTeX ]
  • [ URL ]
  @article{puprei96, author = {Puppe, Frank and Reinhardt, Bettina}, booktitle = {Machine Mediated Learning}, journal = {Machine Mediated Learning}, keywords = {myown}, note = {Machine Mediated Learning, 5 (3&4)}, number = {3/4}, pages = {199–219}, title = {Generating Case-Oriented Training From Diagnostic Expert Systems}, volume = 5, year = 1996 }
• 
  Agentenwelten und Simulationsmodelle. Kl{ü}gl, F.; Puppe, Frank. In Workshop Multiagentensysteme und Simulation, Ulm 1996 (= Miteilungen aus den Arbeitskreisen Nr. 53). 1996.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluepup9aws, author = {Kl{\"u}gl, F. and Puppe, Frank}, booktitle = {Workshop Multiagentensysteme und Simulation, Ulm 1996 (= Miteilungen aus den Arbeitskreisen Nr. 53)}, keywords = {myown}, title = {Agentenwelten und Simulationsmodelle}, year = 1996 }
• 
  Ein Simulationssystem zur Darstellung emergenten Verhaltens. Kl{ü}gl, F.; Puppe, Frank; Raub, U.; Tautz, J{ü}rgen. In Fachtagung Simulation und Animation f{ü}r Planung, Bildung und Pr{ä}sentation ’96 (= Miteilungen aus den Arbeitskreisen Nr. 54), pp. 51–62. 1996.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{kluepup96_22q, author = {Kl{\"u}gl, F. and Puppe, Frank and Raub, U. and Tautz, J{\"u}rgen}, booktitle = {Fachtagung Simulation und Animation f{\"u}r Planung, Bildung und Pr{\"a}sentation '96 (= Miteilungen aus den Arbeitskreisen Nr. 54)}, keywords = {myown}, pages = {51–62}, title = {Ein Simulationssystem zur Darstellung emergenten Verhaltens}, year = 1996 }
• 
  Expert Systems and Hypertext for teaching diagnostics. Reinhardt, Bettina. In Proceedings European Conference on Artificial Intelligence in Education (EuroAIED96), pp. 298–304. 1996.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{reinha96, author = {Reinhardt, Bettina}, booktitle = {Proceedings European Conference on Artificial Intelligence in Education (EuroAIED96)}, keywords = {myown}, pages = {298–304}, title = {Expert Systems and Hypertext for teaching diagnostics}, year = 1996 }
• 
  Wissensbasierte Diagnose- und Informationssysteme. Puppe, Frank; Gappa, Ute; Poeck, Klaus; Bamberger, Stefan. Springer Verlag, 1996.
  • [ BibTeX ]
  @book{pupgap96, author = {Puppe, Frank and Gappa, Ute and Poeck, Klaus and Bamberger, Stefan}, keywords = {myown}, publisher = {Springer Verlag}, title = {Wissensbasierte Diagnose- und Informationssysteme}, year = 1996 }

• 
  Diagnostic Training in Cardiology with an Intelligent Tutorial System. Puppe, Bernhard; Puppe, Frank; Reinhardt, Bettina. 1995.
  • [ BibTeX ]
  • [ URL ]
  @misc{puppup95, author = {Puppe, Bernhard and Puppe, Frank and Reinhardt, Bettina}, keywords = {myown}, title = {Diagnostic Training in Cardiology with an Intelligent Tutorial System}, year = 1995 }
• 
  Integration von Hypertext und Expertensystemen am Beispiel eines Trainingssystems f{ü}r Herz-Rhythmus-St{ö}rungen. Reinhardt, Bettina; Remp, T. In GISI 95: Herausforderungen eines globalen Informationsverbundes f{ü}r die Informatik, pp. 275–283. Springer Verlag, 1995.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{reirem95, author = {Reinhardt, Bettina and Remp, T.}, booktitle = {GISI 95: Herausforderungen eines globalen Informationsverbundes f{\"u}r die Informatik}, keywords = {myown}, note = {in F. Huber-W{\"a}schle, H. Schauer, P. Widmayer (Hrsg.) GISI 95, Herausforderungen eines globalen Informationsverbundes f{\"u}r die Informatik, Informatik aktuell}, pages = {275–283}, publisher = {Springer Verlag}, title = {Integration von Hypertext und Expertensystemen am Beispiel eines Trainingssystems f{\"u}r Herz-Rhythmus-St{\"o}rungen}, year = 1995 }
• 
  Optimierung von Zuordnungsproblemen durch Simuliertes Ausgl{ü}hen und Genetische Algorithmen. Kl{ü}gl, F. pp. 119–136. Infix, 1995.
  • [ BibTeX ]
  • [ URL ]
  @inbook{kluegl9, author = {Kl{\"u}gl, F.}, keywords = {myown}, note = {Richter et al. (Hrsg.): XPS 95, St. Augustin, 1995}, pages = {119–136}, publisher = {Infix}, title = {Optimierung von Zuordnungsproblemen durch Simuliertes Ausgl{\"u}hen und Genetische Algorithmen}, year = 1995 }
• 
  Generated Critic in the Knowledge Based Neurology Trainer. Puppe, Frank; Reinhardt, Bettina; Poeck, Klaus. In Proceedings Conference on Artificial Intelligence in Medicine in Europe (AIME-95), pp. 427–428. 1995.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{puprei95_1, author = {Puppe, Frank and Reinhardt, Bettina and Poeck, Klaus}, booktitle = {Proceedings Conference on Artificial Intelligence in Medicine in Europe (AIME-95)}, keywords = {myown}, pages = {427–428}, title = {Generated Critic in the Knowledge Based Neurology Trainer}, year = 1995 }
• 
  Evaluating Four Diagnostic Methods with Acute Abdominal Pain Cases. Puppe, Bernhard; Ohmann, C.; Goos, Klaus; Puppe, Frank; Mootz, O. In Methods of Information in Medicine, 34, pp. 361–368. 1995.
  • [ BibTeX ]
  @article{pupohm95, author = {Puppe, Bernhard and Ohmann, C. and Goos, Klaus and Puppe, Frank and Mootz, O.}, journal = {Methods of Information in Medicine}, keywords = {myown}, note = {Methods of Information in Medicine 34}, pages = {361–368}, title = {Evaluating Four Diagnostic Methods with Acute Abdominal Pain Cases}, volume = 34, year = 1995 }
• 
  Expertensysteme und Wissensmodellierung. Meyer-Fujara, J.; Puppe, Frank; Wachsmuth, Ipke. G. G{ö}rz (ed.), pp. 705–753. Addison Wesley, 1995.
  • [ BibTeX ]
  @inbook{meypup95, author = {Meyer-Fujara, J. and Puppe, Frank and Wachsmuth, Ipke}, editor = {G{\"o}rz, G.}, keywords = {myown}, note = {in: G{\"o}rz, G. (Hrsg.): Einf{\"u}hrung in die K{\"u}nstliche Intelligenz, Addison Wesley, 2. Auflage}, pages = {705–753}, publisher = {Addison Wesley}, title = {Expertensysteme und Wissensmodellierung}, year = 1995 }
• 
  Probleml{ö}sungsmethoden in Expertensystemen. Puppe, Frank. In Kleines W{ö}rterbuch der Informatik, pp. 195–197. Oldenbourg-Verlag, 1995.
  • [ BibTeX ]
  @inproceedings{puppe95, author = {Puppe, Frank}, booktitle = {Kleines W{\"o}rterbuch der Informatik}, keywords = {myown}, note = {in Zilahie-Szabo (Hrsg.): Kleines W{\"o}rterbuch der Informatik, -Verlag}, pages = {195–197}, publisher = {Oldenbourg-Verlag}, title = {Probleml{\"o}sungsmethoden in Expertensystemen}, year = 1995 }
• 
  Fallorientierter Neurologie-Trainer. Puppe, Frank; Reinhardt, Bettina; Poeck, Klaus. In KI (K{ü}nstliche Intelligenz), (1), pp. 52–54. 1995.
  • [ BibTeX ]
  • [ URL ]
  @article{puprei95_2, author = {Puppe, Frank and Reinhardt, Bettina and Poeck, Klaus}, journal = {KI (K{\"u}nstliche Intelligenz)}, keywords = {myown}, number = 1, pages = {52–54}, title = {Fallorientierter Neurologie-Trainer}, year = 1995 }
• 
  Generierung grafischer Wissenserwerbssysteme f{ü}r starke Probleml{ö}sungsmethoden. Gappa, Ute; Puppe, Frank; Radestock, G. In K{ü}nstliche Intelligenz, 95/1, pp. 8–15. 1995.
  • [ BibTeX ]
  @article{gappup95, author = {Gappa, Ute and Puppe, Frank and Radestock, G.}, journal = {K{\"u}nstliche Intelligenz}, keywords = {myown}, note = {K{\"u}nstliche Intelligenz 95/1}, pages = {8–15}, title = {Generierung grafischer Wissenserwerbssysteme f{\"u}r starke Probleml{\"o}sungsmethoden}, volume = {95/1}, year = 1995 }
• 
  Qualifizierende Arbeitsgestaltung mit tutoriellen Expertensystemen f{ü}r technische Diagnoseaufgaben. Puppe, Frank; Seidel, G.; Daniel, Manfred. 1995.
  • [ BibTeX ]
  @misc{pupsei95, author = {Puppe, Frank and Seidel, G. and Daniel, Manfred}, keywords = {myown}, note = {Abschlussbericht zum BMBF-Verbundprojekt 01HK289, Universit{\"a}t W{\"u}rzburg, Preprint-Reihe des Institutes f{\"u}r Informatik 111}, title = {Qualifizierende Arbeitsgestaltung mit tutoriellen Expertensystemen f{\"u}r technische Diagnoseaufgaben}, year = 1995 }
• 
  A Shell for Intelligent Tutoring Systems. Reinhardt, Bettina; Schewe, Stefan. In Proceedings Conference on Artificial Intelligence in Education (AIED 95), pp. 83–90. 1995.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{reisch95, author = {Reinhardt, Bettina and Schewe, Stefan}, booktitle = {Proceedings Conference on Artificial Intelligence in Education (AIED 95)}, keywords = {myown}, pages = {83–90}, title = {A Shell for Intelligent Tutoring Systems}, year = 1995 }

• 
  Experten- und Tutorsysteme in der Dermatologie. Puppe, Frank. In 8. Tagung des Arbeitskreises f{ü}r Epidemiologie, Biostatistik und Informatik (EBI) der Deutschen Dermatolgischen Gesellschaft in W{ü}rzburg. 1994.
  • [ BibTeX ]
  @inproceedings{puppe94_3, author = {Puppe, Frank}, booktitle = {8. Tagung des Arbeitskreises f{\"u}r Epidemiologie, Biostatistik und Informatik (EBI) der Deutschen Dermatolgischen Gesellschaft in W{\"u}rzburg}, keywords = {myown}, title = {Experten- und Tutorsysteme in der Dermatologie}, year = 1994 }
• 
  Knowledge-Based Systems in Medicine. Puppe, Frank. In Proceedings of 16. European Academy of Anaesthesiogolgy, 38. 1994.
  • [ BibTeX ]
  @inproceedings{puppe94_2, author = {Puppe, Frank}, booktitle = {Proceedings of 16. European Academy of Anaesthesiogolgy, 38}, keywords = {myown}, title = {Knowledge-Based Systems in Medicine}, year = 1994 }
• 
  Einsatz eines Tutorsystems in der Medizin. Rhein, Ute; Puppe, Frank. In Proceedings des 7. Arbeitstreffen der GI-Fachgruppe 1.1.5/7.0.1 Intelligente Lehr/Lernsysteme, FAW-TR-94003. 1994.
  • [ BibTeX ]
  @inproceedings{rhepup94, author = {Rhein, Ute and Puppe, Frank}, booktitle = {Proceedings des 7. Arbeitstreffen der GI-Fachgruppe 1.1.5/7.0.1 Intelligente Lehr/Lernsysteme, FAW-TR-94003}, keywords = {myown}, title = {Einsatz eines Tutorsystems in der Medizin}, year = 1994 }
• 
  Probleml{ö}sen ohne Suchen?. Enzinger, A.; Puppe, Frank; Strube, G. In K{ü}nstliche Intelligenz, 94/1, pp. 73–78. 1994.
  • [ BibTeX ]
  @article{enzpup94, author = {Enzinger, A. and Puppe, Frank and Strube, G.}, journal = {K{\"u}nstliche Intelligenz}, keywords = {myown}, note = {K{\"u}nstliche Intelligenz 94/1, 73-8}, pages = {73-78}, title = {Probleml{\"o}sen ohne Suchen?}, volume = {94/1}, year = 1994 }
• 
  Wissensrepr{ä}sentation und Probleml{ö}sungsverfahren in Expertensystemen. Puppe, Frank. In K{ü}nstliche Intelligenz in der Finzanzberatung, pp. 73–96. 1994.
  • [ BibTeX ]
  @inproceedings{puppe94_1, author = {Puppe, Frank}, booktitle = {K{\"u}nstliche Intelligenz in der Finzanzberatung}, keywords = {myown}, note = {in Kirn, S. und Weinhardt, C. (Hrsg.): K{\"u}nstliche Intelligenz in der Finzanzberatung, Gabler}, pages = {73–96}, title = {Wissensrepr{\"a}sentation und Probleml{\"o}sungsverfahren in Expertensystemen}, year = 1994 }
• 
  Wiederverwendbare Bausteine f{ü}r eine konfigurierbare Diagnostik-Shell. Puppe, Frank; Poeck, Klaus; Gappa, Ute; Bamberger, Stefan; Goos, Klaus. In K{ü}nstliche Intelligenz, 94/2, pp. 13–18. 1994.
  • [ BibTeX ]
  @article{puppoe94, author = {Puppe, Frank and Poeck, Klaus and Gappa, Ute and Bamberger, Stefan and Goos, Klaus}, journal = {K{\"u}nstliche Intelligenz}, keywords = {myown}, note = {K{\"u}nstliche Intelligenz 94/2}, pages = {13–18}, title = {Wiederverwendbare Bausteine f{\"u}r eine konfigurierbare Diagnostik-Shell}, volume = {94/2}, year = 1994 }
• 
  Learning from Cases for Classification Problem Solving. Puppe, Frank. In Information Systems and Data Analysis, pp. 44–55. Springer Verlag, 1994.
  • [ BibTeX ]
  @inproceedings{puppe94, author = {Puppe, Frank}, booktitle = {Information Systems and Data Analysis}, keywords = {myown}, note = {in Bock, H-H., Lenski, W. & Richter, M.M. (eds.): Information Systems and Data Analysis}, pages = {44–55}, publisher = {Springer Verlag}, title = {Learning from Cases for Classification Problem Solving}, year = 1994 }

• 
  Entwicklung lernf{ö}rderlicher Expertensysteme. Puppe, Frank; Poeck, Klaus. In Menschengerechte Software als Wettbewerbsfaktor, pp. 414–428. Teubner Verlag, 1993.
  • [ BibTeX ]
  @inproceedings{puppoe93, author = {Puppe, Frank and Poeck, Klaus}, booktitle = {Menschengerechte Software als Wettbewerbsfaktor}, keywords = {myown}, note = {in: Coy, W., Gorny, P., Kopp, I. und Skarpelis, C. (Hrsg.): Menschengerechte Software als Wettbewerbsfaktor, German Chapter of the ACM Berichte 40}, pages = {414–428}, publisher = {Teubner Verlag}, title = {Entwicklung lernf{\"o}rderlicher Expertensysteme}, year = 1993 }
• 
  Grafical Knowledge Acquisition for Medical Diagnostic Expert Systems. Gappa, Ute; Puppe, Frank; Schewe, Stefan. In Artificial Intelligence in Medicine, 5, pp. 185–212. 1993.
  • [ BibTeX ]
  @article{gappup93, author = {Gappa, Ute and Puppe, Frank and Schewe, Stefan}, journal = {Artificial Intelligence in Medicine}, keywords = {myown}, note = 5, pages = {185–212}, title = {Grafical Knowledge Acquisition for Medical Diagnostic Expert Systems}, volume = 5, year = 1993 }
• 
  Medizinische Experten- und Tutorsysteme. Puppe, Frank. 1993.
  • [ BibTeX ]
  @misc{puppe93_2, author = {Puppe, Frank}, howpublished = {Verh. Deutsche Gesellschaft f{\"u}r Pathologie 77, 495}, keywords = {myown}, note = {Verh. Deutsche Gesellschaft f{\"u}r Pathologie 77, 495}, title = {Medizinische Experten- und Tutorsysteme}, year = 1993 }
• 
  {Ü}ber die tutorielle Nutzung medizinischer Diagnostik-Expertensysteme. Puppe, Frank; Puppe, Bernhard; Poeck, Klaus. In K{ü}nstliche Intelligenz in der Medizin, pp. 69–78. Gustav-Fischer-Verlag, 1993.
  • [ BibTeX ]
  @inproceedings{puppup93, author = {Puppe, Frank and Puppe, Bernhard and Poeck, Klaus}, booktitle = {K{\"u}nstliche Intelligenz in der Medizin}, keywords = {myown}, note = {in: K{\"u}nstliche Intelligenz in der Medizin, Gustav-Fischer-Verlag}, pages = {69–78}, publisher = {Gustav-Fischer-Verlag}, title = {{\"U}ber die tutorielle Nutzung medizinischer Diagnostik-Expertensysteme}, year = 1993 }
• 
  Expertensysteme zur Labordateninterpretation. Puppe, Frank. In 45. Tagung der Deutschen Gesellschaft f{ü}r Hygiene und Mikrobiologie in Karlsruhe. 1993.
  • [ BibTeX ]
  @inproceedings{puppe93_1, author = {Puppe, Frank}, booktitle = {45. Tagung der Deutschen Gesellschaft f{\"u}r Hygiene und Mikrobiologie in Karlsruhe}, keywords = {myown}, title = {Expertensysteme zur Labordateninterpretation}, year = 1993 }
• 
  Generic Knowledge Base - Improving Acquisition of Declarative Knowledge. Junglas, K.-J.; Puppe, Frank. In Proceedings of Expert System Applications to Power Systems IV, Melbourne, Australia, CRL Publishing Ltd, pp. 351–354. 1993.
  • [ BibTeX ]
  @inproceedings{junpup93, author = {Junglas, K.-J. and Puppe, Frank}, booktitle = {Proceedings of Expert System Applications to Power Systems IV, Melbourne, Australia, CRL Publishing Ltd}, keywords = {myown}, pages = {351–354}, title = {Generic Knowledge Base - Improving Acquisition of Declarative Knowledge}, year = 1993 }
• 
  Wissenstransformationen von Diagnosewissen. Deussen, P.; Puppe, Frank. pp. 275–300. 1993.
  • [ BibTeX ]
  @misc{deupup93, author = {Deussen, P. and Puppe, Frank}, keywords = {myown}, note = {Abschlu√{\"u}bericht zum Teilprojekt X10 im Sonderforschungsbereich 314 "K{\"u}nstliche Intelligenz / Wissensbasierte Systeme", Arbeits- und Ergebnisbericht f{\"u}r die Jahre 1991-1993, Universit{\"a}t Karlsruhe, Universit{\"a}t Kaiserslautern, Universit{\"a}t des Saarlandes, FhG Karlsruhe}, pages = {275–300}, title = {Wissenstransformationen von Diagnosewissen}, year = 1993 }
• 
  Expertensysteme 93 - Tagungsband der 2. Deutschen Tagung Expertensysteme. Puppe, Frank; G{ü}nter, Andreas. In . Springer Verlag, 1993.
  • [ BibTeX ]
  @proceedings{pupgu93, booktitle = {Tagungsband der 2. Deutschen Tagung Expertensysteme, Informatik Aktuell}, editor = {Puppe, Frank and G{\"u}nter, Andreas}, keywords = {myown}, publisher = {Springer Verlag}, title = {Expertensysteme 93 - Tagungsband der 2. Deutschen Tagung Expertensysteme}, year = 1993 }
• 
  Systematic Introduction to Expert Systems. Puppe, Frank. Springer Verlag, 1993.
  • [ BibTeX ]
  @book{puppe93, author = {Puppe, Frank}, keywords = {myown}, publisher = {Springer Verlag}, title = {Systematic Introduction to Expert Systems}, year = 1993 }

• 
  Lehrbuch/Expertensystem-Kombination f{ü}r die medizinische Ausbildung. Puppe, Frank; Puppe, Bernhard; Gross, R. In Deutsches {Ä}rzteblatt, 89, pp. 1247–1253. 1992.
  • [ BibTeX ]
  @article{puppup92, author = {Puppe, Frank and Puppe, Bernhard and Gross, R.}, journal = {Deutsches {\"A}rzteblatt}, keywords = {myown}, note = {Deutsches √{\ N}rzteblatt 89, Heft 14}, pages = {1247–1253}, title = {Lehrbuch/Expertensystem-Kombination f{\"u}r die medizinische Ausbildung}, volume = 89, year = 1992 }
• 
  Intelligente Tutorsysteme. Puppe, Frank. In Informatik-Spektrum, 15, pp. 195–207. 1992.
  • [ BibTeX ]
  @article{puppe92, author = {Puppe, Frank}, journal = {Informatik-Spektrum}, keywords = {myown}, note = {Informatik-Spektrum 15}, pages = {195–207}, title = {Intelligente Tutorsysteme}, volume = 15, year = 1992 }
• 
  Towards Knowledge Acquisition by Experts. Puppe, Frank; Gappa, Ute. In Proceedings of 5. International Conference on Industrial and Engineering Application of Artificial Intelligence and Expert Systems (IEA/AIE), Lecture Notes of AI 604, pp. 546–555. Springer Verlag, 1992.
  • [ BibTeX ]
  @inproceedings{pupgap92_1, author = {Puppe, Frank and Gappa, Ute}, booktitle = {Proceedings of 5. International Conference on Industrial and Engineering Application of Artificial Intelligence and Expert Systems (IEA/AIE), Lecture Notes of AI 604}, keywords = {myown}, pages = {546–555}, publisher = {Springer Verlag}, title = {Towards Knowledge Acquisition by Experts}, year = 1992 }
• 
  Two Questions from Expert System Developers to Cognitive Scientists. Puppe, Frank; Gappa, Ute. In Contemporary Knowledge Engineering and Cognition, of Lecture Notes in Artificial Intelligence, pp. 187–190. Springer Verlag, 1992.
  • [ BibTeX ]
  @inproceedings{pupgap92, author = {Puppe, Frank and Gappa, Ute}, booktitle = {Contemporary Knowledge Engineering and Cognition}, keywords = {myown}, note = {in: Schmalhofer, F., Strube, G., and Wetter, Th. (eds.): Contemporary Knowledge Engineering and Cognition, 622}, pages = {187–190}, publisher = {Springer Verlag}, series = {Lecture Notes in Artificial Intelligence}, title = {Two Questions from Expert System Developers to Cognitive Scientists}, year = 1992 }
• 
  Auswahl eines Expertensystems zum Einsatz im elektrischen Energieversorgungsnetz. Junglas, K.-J.; Puppe, Frank; Stenzel, J. In Elektrizit{ä}tswirtschaft, 91, pp. 1390–1395. 1992.
  • [ BibTeX ]
  @article{junpup92, author = {Junglas, K.-J. and Puppe, Frank and Stenzel, J.}, journal = {Elektrizit{\"a}tswirtschaft}, keywords = {myown}, note = {Elektrizit{\"a}tswirtschaft 91, 1390-95}, pages = {1390-1395}, title = {Auswahl eines Expertensystems zum Einsatz im elektrischen Energieversorgungsnetz}, volume = 91, year = 1992 }
• 
  COKE: Efficient Solving of Complex Assignment Problems with the Propose-and-Exchange Method. Poeck, Klaus; Puppe, Frank. In Proceedings der IEEE Conference on Tools with Artificial Intelligence, pp. 136–143. 1992.
  • [ BibTeX ]
  • [ URL ]
  @inproceedings{poepup92, author = {Poeck, Klaus and Puppe, Frank}, booktitle = {Proceedings der IEEE Conference on Tools with Artificial Intelligence}, keywords = {myown}, pages = {136–143}, title = {COKE: Efficient Solving of Complex Assignment Problems with the Propose-and-Exchange Method}, year = 1992 }

• 
  Einf{ü}hrung in Expertensysteme. Puppe, Frank. Springer Verlag, 1991.
  • [ BibTeX ]
  @book{puppe91, author = {Puppe, Frank}, keywords = {myown}, note = {Studienreihe Informatik, 2. Auflage}, publisher = {Springer Verlag}, title = {Einf{\"u}hrung in Expertensysteme}, year = 1991 }
• 
  DAX / MED2: A Diagnostic Expert System for Quality Assurance of an Automatic Transmission Control Unit. Puppe, Frank; Legleitner, T.; Huber, K. In Operational Expert Systems in Europe, pp. 113–126. Pergamon Press, 1991.
  • [ BibTeX ]
  @inproceedings{pupleg91, author = {Puppe, Frank and Legleitner, T. and Huber, K.}, booktitle = {Operational Expert Systems in Europe}, keywords = {myown}, note = {in Zarri, G. (ed.): Operational Expert Systems in Europe}, pages = {113–126}, publisher = {Pergamon Press}, title = {DAX / MED2: A Diagnostic Expert System for Quality Assurance of an Automatic Transmission Control Unit}, year = 1991 }
• 
  Wissensrepr{ä}sentation mit Regeln. Puppe, Frank. In Wissensrepr{ä}sentationen, pp. 123–130. Oldenbourg-Verlag, 1991.
  • [ BibTeX ]
  @inproceedings{puppe91_1, author = {Puppe, Frank}, booktitle = {Wissensrepr{\"a}sentationen}, keywords = {myown}, note = {in: Stru√{\"u}, P. (Hrsg.): Wissensrepr{\"a}sentationen}, pages = {123–130}, publisher = {Oldenbourg-Verlag}, title = {Wissensrepr{\"a}sentation mit Regeln}, year = 1991 }
• 
  Improving Case-Based Classification with Expert Knowledge. Puppe, Frank; Goos, Klaus. In Proceedings of GWAI-91, Informatik-Fachberichte 285. Springer Verlag, 1991.
  • [ BibTeX ]
  @inproceedings{pupgoo91, author = {Puppe, Frank and Goos, Klaus}, booktitle = {Proceedings of GWAI-91, Informatik-Fachberichte 285}, keywords = {myown}, publisher = {Springer Verlag}, title = {Improving Case-Based Classification with Expert Knowledge}, year = 1991 }

• 
  Medizinische Expertensysteme. Puppe, Frank. In W{ö}rterbuch zur Medizinischen Informatik. de Gruyter, 1990.
  • [ BibTeX ]
  @inproceedings{puppe90_2, author = {Puppe, Frank}, booktitle = {W{\"o}rterbuch zur Medizinischen Informatik}, keywords = {myown}, note = {Begriffsdefinition in Seelos, H.-J. (Hrsg.): W{\"o}rterbuch zur Medizinischen Informatik}, publisher = {de Gruyter}, title = {Medizinische Expertensysteme}, year = 1990 }
• 
  Probleml{ö}sungsmethoden in Expertensystemen. Puppe, Frank. Springer Verlag, 1990.
  • [ BibTeX ]
  @book{puppe90, author = {Puppe, Frank}, keywords = {myown}, note = {Studienreihe Informatik}, publisher = {Springer Verlag}, title = {Probleml{\"o}sungsmethoden in Expertensystemen}, year = 1990 }
• 
  Expertensysteme in der Medizin. Puppe, Frank. In K{ü}nstliche Intelligenz, pp. 35–44. GIT Verlag, 1990.
  • [ BibTeX ]
  @inproceedings{puppe90_1, author = {Puppe, Frank}, booktitle = {K{\"u}nstliche Intelligenz}, keywords = {myown}, note = {in: B{\"u}ttner, J. et al: (Hrsg.): K{\"u}nstliche Intelligenz}, pages = {35–44}, publisher = {GIT Verlag}, title = {Expertensysteme in der Medizin}, year = 1990 }

• 
  Wissensrepr{ä}sentationen und Inferenzstrategien,. Puppe, Frank. In Handbuch der modernen Datenverabeitung 147, Themenheft Expertensysteme, pp. 27–34. 1989.
  • [ BibTeX ]
  @inproceedings{puppe89_2, author = {Puppe, Frank}, booktitle = {Handbuch der modernen Datenverabeitung 147, Themenheft Expertensysteme}, keywords = {myown}, note = {Handbuch der modernen Datenverabeitung 147, Themenheft Expertensysteme}, pages = {27–34}, title = {Wissensrepr{\"a}sentationen und Inferenzstrategien,}, year = 1989 }
• 
  Das Diagnostik-Expertensystem-Shell MED2. Puppe, Frank. In Abstract zum 2. Workshop "Diagnostik-Expertensysteme", GMD-Arbeitspapiere 375. 1989.
  • [ BibTeX ]
  @inproceedings{puppe89_3, author = {Puppe, Frank}, booktitle = {Abstract zum 2. Workshop "Diagnostik-Expertensysteme", GMD-Arbeitspapiere 375}, keywords = {myown}, title = {Das Diagnostik-Expertensystem-Shell MED2}, year = 1989 }
• 
  Effizienzvergleich verschiedener COMMONLISP-Umgebungen mit einer Expertensystem-Anwendung. Puppe, Frank; Straub, M.; Meinl, A. In K{ü}nstliche Intelligenz, 89/1. 1989.
  • [ BibTeX ]
  @article{pupstr89, author = {Puppe, Frank and Straub, M. and Meinl, A.}, journal = {K{\"u}nstliche Intelligenz}, keywords = {myown}, title = {Effizienzvergleich verschiedener COMMONLISP-Umgebungen mit einer Expertensystem-Anwendung}, volume = {89/1}, year = 1989 }
• 
  Wissensrepr{ä}sentationen und Probleml{ö}sungsstrategien in Expertensystemen. Puppe, Frank. In Tagungsband der KIFS-89, Informatik Fachberichte 203, pp. 167–187. Springer Verlag, 1989.
  • [ BibTeX ]
  @inproceedings{puppe89, author = {Puppe, Frank}, booktitle = {Tagungsband der KIFS-89, Informatik Fachberichte 203}, keywords = {myown}, pages = {167–187}, publisher = {Springer Verlag}, title = {Wissensrepr{\"a}sentationen und Probleml{\"o}sungsstrategien in Expertensystemen}, year = 1989 }
• 
  Potential and Limits of Artificial Intelligence in Medicine. Puppe, Bernhard; Puppe, Frank. In Artificial Intelligence in Medicine, Organizing Committee of the 5th TOYOBO Biotechnology Foundation Symposium, Tokyo, pp. 182–202. 1989.
  • [ BibTeX ]
  @inproceedings{puppup89, author = {Puppe, Bernhard and Puppe, Frank}, booktitle = {Artificial Intelligence in Medicine, Organizing Committee of the 5th TOYOBO Biotechnology Foundation Symposium, Tokyo}, keywords = {myown}, pages = {182–202}, title = {Potential and Limits of Artificial Intelligence in Medicine}, year = 1989 }
• 
  Knowledge Acquisition with the Classification Shell D3/CLASSIKA. Puppe, Frank; Gappa, Ute. In Proceedings IJCAI-89-Workshop "Diagnostic Systems for Manufacturing". 1989.
  • [ BibTeX ]
  @inproceedings{pupgap89, author = {Puppe, Frank and Gappa, Ute}, booktitle = {Proceedings IJCAI-89-Workshop "Diagnostic Systems for Manufacturing"}, keywords = {myown}, title = {Knowledge Acquisition with the Classification Shell D3/CLASSIKA}, year = 1989 }
• 
  Modellgest{ü}tzte Diagnostik, KI-Lexikon. Puppe, Frank. In K{ü}nstliche Intelligenz, 89/3. 1989.
  • [ BibTeX ]
  @article{puppe89_4, author = {Puppe, Frank}, journal = {K{\"u}nstliche Intelligenz}, keywords = {myown}, title = {Modellgest{\"u}tzte Diagnostik, KI-Lexikon}, volume = {89/3}, year = 1989 }
• 
  Von MED1 zu D3: die Evolution eines Expertensystem-Shells. Puppe, Frank. In Tagungsband des 3. GI-Kongresses {ü}ber wissensbasierte Systeme, Informatik Fachberichte 227, pp. 33–42. Springer Verlag, 1989.
  • [ BibTeX ]
  @inproceedings{puppe89_1, author = {Puppe, Frank}, booktitle = {Tagungsband des 3. GI-Kongresses {\"u}ber wissensbasierte Systeme, Informatik Fachberichte 227}, keywords = {myown}, pages = {33–42}, publisher = {Springer Verlag}, title = {Von MED1 zu D3: die Evolution eines Expertensystem-Shells}, year = 1989 }

• 
  Qualitative Modelle in wissensbasierten Systemen. Puppe, Frank; Voss, H. In Tagungsband der KIFS-86 (K{ü}nstliche Intelligenz Fr{ü}hjahrsschule), Informatik-Fachberichte 159, pp. 183–244. Springer Verlag, 1988.
  • [ BibTeX ]
  @inproceedings{pupvos88, author = {Puppe, Frank and Voss, H.}, booktitle = {Tagungsband der KIFS-86 (K{\"u}nstliche Intelligenz Fr{\"u}hjahrsschule), Informatik-Fachberichte 159}, keywords = {myown}, pages = {183–244}, publisher = {Springer Verlag}, title = {Qualitative Modelle in wissensbasierten Systemen}, year = 1988 }
• 
  Einsatzm{ö}glichkeiten ausgew{ä}hlter neuartiger Diagnoseverfahren im Werkst{ä}ttenbereich. Quante, F.; Puppe, Frank. pp. 1–66. 1988.
  • [ BibTeX ]
  @misc{quapup88, author = {Quante, F. and Puppe, Frank}, howpublished = {FHG-IITB Karlsruhe, 1-66}, keywords = {myown}, note = {FHG-IITB Karlsruhe}, pages = {1–66}, title = {Einsatzm{\"o}glichkeiten ausgew{\"a}hlter neuartiger Diagnoseverfahren im Werkst{\"a}ttenbereich}, year = 1988 }
• 
  Towards the Integration of Different Knowledge Sources for Medical Diagnosis. Puppe, Frank. In Proceedings of AAAI-Spring-Symposium-Series: Artificial Intelligence in Medicine, Stanford, pp. 73–74. 1988.
  • [ BibTeX ]
  @inproceedings{puppe88, author = {Puppe, Frank}, booktitle = {Proceedings of AAAI-Spring-Symposium-Series: Artificial Intelligence in Medicine, Stanford}, keywords = {myown}, pages = {73–74}, title = {Towards the Integration of Different Knowledge Sources for Medical Diagnosis}, year = 1988 }
• 
  A Knowledge Representation Concept Facilitating Construction and Maintenance of Large Knowledge Bases. Puppe, Bernhard; Puppe, Frank. In Methods of Information in Medicine, 27, pp. 10–16. 1988.
  • [ BibTeX ]
  @article{puppup88, author = {Puppe, Bernhard and Puppe, Frank}, journal = {Methods of Information in Medicine}, keywords = {myown}, note = {Methods of Information in Medicine 27}, pages = {10–16}, title = {A Knowledge Representation Concept Facilitating Construction and Maintenance of Large Knowledge Bases}, volume = 27, year = 1988 }

• 
  {Ü}berblick {ü}ber das Diagnostik-Expertensystem-Shell MED2. Puppe, Frank. In ACM-Tagung Expertensysteme-87, Berichte des German Chapter of the ACM 28, Teubner, pp. 356–375. 1987.
  • [ BibTeX ]
  @inproceedings{puppe87_3, author = {Puppe, Frank}, booktitle = {ACM-Tagung Expertensysteme-87, Berichte des German Chapter of the ACM 28, Teubner}, keywords = {myown}, pages = {356–375}, title = {{\"U}berblick {\"u}ber das Diagnostik-Expertensystem-Shell MED2}, year = 1987 }
• 
  Zur Kopplung von Datenbanken und Expertensystemen. H{ä}rder, T.; Mattos, N.; Puppe, Frank. pp. 23–34. 1987.
  • [ BibTeX ]
  @misc{hamat87, author = {H{\"a}rder, T. and Mattos, N. and Puppe, Frank}, keywords = {myown}, note = {State of the Art 3}, pages = {23–34}, title = {Zur Kopplung von Datenbanken und Expertensystemen}, year = 1987 }
• 
  Diagnostik-Expertensysteme. Puppe, Frank. In Informatik-Spektrum, pp. 293–308. 1987.
  • [ BibTeX ]
  @article{puppe87_2, author = {Puppe, Frank}, journal = {Informatik-Spektrum}, keywords = {myown}, note = {Informatik-Spektrum 10}, pages = {293–308}, title = {Diagnostik-Expertensysteme}, year = 1987 }
• 
  Expertensysteme - {Ü}bersicht und exemplarische Einf{ü}hrung. Puppe, Frank. In Praxishandbuch Qualit{ä}tssicherung, Band 3, Baustein F2, pp. 1–52. GFMT, 1987.
  • [ BibTeX ]
  @inproceedings{puppe87_5, author = {Puppe, Frank}, booktitle = {Praxishandbuch Qualit{\"a}tssicherung, Band 3, Baustein F2}, keywords = {myown}, note = {in Bl{\"a}sing, P. (Hrsg.): Praxishandbuch Qualit{\"a}tssicherung, Band 3, Baustein F2}, pages = {1–52}, publisher = {GFMT}, title = {Expertensysteme - {\"U}bersicht und exemplarische Einf{\"u}hrung}, year = 1987 }
• 
  Belief Revision in Diagnosis. Puppe, Frank. In GWAI-87, Informatik Fachberichte 152, pp. 175–184. Springer Verlag, 1987.
  • [ BibTeX ]
  @inproceedings{puppe87_4, author = {Puppe, Frank}, booktitle = {GWAI-87, Informatik Fachberichte 152}, keywords = {myown}, note = {GWAI-87, Informatik Fachberichte 152}, pages = {175–184}, publisher = {Springer Verlag}, title = {Belief Revision in Diagnosis}, year = 1987 }
• 
  Diagnostisches Probleml{ö}sen mit Expertensystemen. Puppe, Frank. Springer Verlag, 1987.
  • [ BibTeX ]
  @book{puppe87, author = {Puppe, Frank}, keywords = {myown}, note = {Informatik Fachberichte 148}, publisher = {Springer Verlag}, title = {Diagnostisches Probleml{\"o}sen mit Expertensystemen}, year = 1987 }
• 
  Requirements for a Classification Expert System Shell and their Realization in MED2. Puppe, Frank. In Applied Artificial Intelligence, 1, pp. 163–171. 1987.
  • [ BibTeX ]
  @article{puppe87_1, author = {Puppe, Frank}, journal = {Applied Artificial Intelligence}, keywords = {myown}, note = {Applied Artificial Intelligence 1}, pages = {163–171}, title = {Requirements for a Classification Expert System Shell and their Realization in MED2}, volume = 1, year = 1987 }

• 
  Expertensysteme. Puppe, Frank. In Informatik-Spektrum, 9, pp. 1–13. 1986.
  • [ BibTeX ]
  @article{puppe86, author = {Puppe, Frank}, journal = {Informatik-Spektrum}, keywords = {myown}, note = {Informatik-Spektrum 9}, pages = {1–13}, title = {Expertensysteme}, volume = 9, year = 1986 }
• 
  Standardized Forward and Hypothetico - Deductive Reasoning in Medical Diagnosis. Puppe, Bernhard; Puppe, Frank. In MEDINFO-86, pp. 199–203. 1986.
  • [ BibTeX ]
  @inproceedings{puppup86, author = {Puppe, Bernhard and Puppe, Frank}, booktitle = {MEDINFO-86}, keywords = {myown}, note = {MEDINFO-86, North-Holland}, pages = {199–203}, title = {Standardized Forward and Hypothetico - Deductive Reasoning in Medical Diagnosis}, year = 1986 }
• 
  Hybride Diagnosebewertung. Puppe, Frank. In GWAI-86, Informatik Fachberichte 124, pp. 332–342. Springer Verlag, 1986.
  • [ BibTeX ]
  @inproceedings{puppe86_1, author = {Puppe, Frank}, booktitle = {GWAI-86, Informatik Fachberichte 124}, keywords = {myown}, note = {GWAI-86, Informatik Fachberichte 124}, pages = {332–342}, publisher = {Springer Verlag}, title = {Hybride Diagnosebewertung}, year = 1986 }
• 
  Expertensysteme in der Medizin. Puppe, Frank; Puppe, Bernhard. In Computer-Magazin, (9), pp. 28–30. 1986.
  • [ BibTeX ]
  @article{puppup86_1, author = {Puppe, Frank and Puppe, Bernhard}, journal = {Computer-Magazin}, keywords = {myown}, number = 9, pages = {28–30}, title = {Expertensysteme in der Medizin}, year = 1986 }

• 
  MED1 - an Intelligent Computer Program for Thoracic Pain Diagnosis. Puppe, Bernhard; Puppe, Frank. In Klinische Wochenschrift, 63, pp. 511–517. 1985.
  • [ BibTeX ]
  @article{puppup85_1, author = {Puppe, Bernhard and Puppe, Frank}, journal = {Klinische Wochenschrift}, keywords = {myown}, note = {Klinische Wochenschrift 63}, pages = {511–517}, title = {MED1 - an Intelligent Computer Program for Thoracic Pain Diagnosis}, volume = 63, year = 1985 }
• 
  Erfahrungen aus drei Anwendungsprojekten mit MED1. Puppe, Frank. In Tagungsband des 1. GI-Kongresses {ü}ber wissensbasierte Systeme, Informatik Fachberichte 112, pp. 234–245. Springer Verlag, 1985.
  • [ BibTeX ]
  @inproceedings{puppe85, author = {Puppe, Frank}, booktitle = {Tagungsband des 1. GI-Kongresses {\"u}ber wissensbasierte Systeme, Informatik Fachberichte 112}, keywords = {myown}, pages = {234–245}, publisher = {Springer Verlag}, title = {Erfahrungen aus drei Anwendungsprojekten mit MED1}, year = 1985 }
• 
  MED2: How Domain Characteristics Induce Expert Systems Features. Puppe, Frank; Puppe, Bernhard. In GWAI-85, Informatik Fachberichte 118, pp. 272–284. Springer Verlag, 1985.
  • [ BibTeX ]
  @inproceedings{puppup85, author = {Puppe, Frank and Puppe, Bernhard}, booktitle = {GWAI-85, Informatik Fachberichte 118}, keywords = {myown}, note = {GWAI-85, Informatik Fachberichte 118}, pages = {272–284}, publisher = {Springer Verlag}, title = {MED2: How Domain Characteristics Induce Expert Systems Features}, year = 1985 }
• 
  K{ü}nstliche Intelligenz und Expertensysteme. Puppe, Frank. In Schriftenreihe der Universit{ä}t Kaiserslautern 1: Folgen neuer Informationstechniken, pp. 71–73. 1985.
  • [ BibTeX ]
  @inproceedings{puppe85_1, author = {Puppe, Frank}, booktitle = {Schriftenreihe der Universit{\"a}t Kaiserslautern 1: Folgen neuer Informationstechniken}, keywords = {myown}, note = {Schriftenreihe der Universit{\"a}t Kaiserslautern 1: Folgen neuer Informationstechniken (Studium Generale WS 83/84)}, pages = {71–73}, title = {K{\"u}nstliche Intelligenz und Expertensysteme}, year = 1985 }
• 
  Simulation internistischer Entscheidungsfindung mit dem Expertensystem-Shell MED2. Puppe, Bernhard; Puppe, Frank. In Tagungsband des deutschen Internisten-Kongresses, Wiesbaden. 1985.
  • [ BibTeX ]
  @inproceedings{puppup85_2, author = {Puppe, Bernhard and Puppe, Frank}, booktitle = {Tagungsband des deutschen Internisten-Kongresses, Wiesbaden}, keywords = {myown}, title = {Simulation internistischer Entscheidungsfindung mit dem Expertensystem-Shell MED2}, year = 1985 }

• 
  MED1 - ein Werkzeug f{ü}r Diagnostik-Expertensysteme. Puppe, Frank; Puppe, Bernhard; Beetz, M. In Deutscher Dokumentartag 1984, pp. 422–434. 1984.
  • [ BibTeX ]
  @inproceedings{puppup84_1, author = {Puppe, Frank and Puppe, Bernhard and Beetz, M.}, booktitle = {Deutscher Dokumentartag 1984}, keywords = {myown}, note = {Deutscher Dokumentartag 1984, Saur Publishing Company}, pages = {422–434}, title = {MED1 - ein Werkzeug f{\"u}r Diagnostik-Expertensysteme}, year = 1984 }
• 
  Diagnostic Reasoning with a Working Memory. Puppe, Frank; Puppe, Bernhard. In GWAI-84, Informatik Fachberichte 103, pp. 30–38. Springer Verlag, 1984.
  • [ BibTeX ]
  @inproceedings{puppup84, author = {Puppe, Frank and Puppe, Bernhard}, booktitle = {GWAI-84, Informatik Fachberichte 103}, keywords = {myown}, note = {GWAI-84, Informatik Fachberichte 103}, pages = {30–38}, publisher = {Springer Verlag}, title = {Diagnostic Reasoning with a Working Memory}, year = 1984 }

• 
  Towards a Comprehensive Medical Diagnostics System Operating as a Consilium of Concurrent Specialists. Puppe, Bernhard; Puppe, Frank; Raulefs, P. In Proceedings of MEDINFO-83 (World Congress on Medical Informatics), North Holland, pp. 488–491. 1983.
  • [ BibTeX ]
  @inproceedings{puppup83_1, author = {Puppe, Bernhard and Puppe, Frank and Raulefs, P.}, booktitle = {Proceedings of MEDINFO-83 (World Congress on Medical Informatics), North Holland}, keywords = {myown}, pages = {488–491}, title = {Towards a Comprehensive Medical Diagnostics System Operating as a Consilium of Concurrent Specialists}, year = 1983 }
• 
  MED1 - ein heuristisches Diagnosesystem mit effizienter Kontrollstruktur. Technical Report (71), . Puppe, Frank. Universit{ä}t Kaiserslautern, 1983.
  • [ BibTeX ]
  @techreport{puppe83, author = {Puppe, Frank}, institution = {Universit{\"a}t Kaiserslautern}, keywords = {myown}, note = {Interner Bericht 71/83, Universit{\"a}t Kaiserslautern}, number = 71, title = {MED1 - ein heuristisches Diagnosesystem mit effizienter Kontrollstruktur}, year = 1983 }
• 
  Overview on MED1: a Heuristic Diagnostics System with an Efficient Control Structure. Puppe, Frank; Puppe, Bernhard. In Proceedings of GWAI-83 (German Workshop on Artificial Intelligence), Informatik-Fachberichte 76, 11-20, pp. 11–20. Springer Verlag, 1983.
  • [ BibTeX ]
  @inproceedings{puppup83, author = {Puppe, Frank and Puppe, Bernhard}, booktitle = {Proceedings of GWAI-83 (German Workshop on Artificial Intelligence), Informatik-Fachberichte 76, 11-20}, keywords = {myown}, pages = {11-20}, publisher = {Springer Verlag}, title = {Overview on MED1: a Heuristic Diagnostics System with an Efficient Control Structure}, year = 1983 }