Publications
Semantic Web - Publications
2020
-
Emote-Controlled: Obtaining Implicit Viewer Feedback through Emote based Sentiment Analysis on Comments of Popular Twitch.tv Channels. Kobs, Konstantin; Zehe, Albin; Bernstetter, Armin; Chibane, Julian; Pfister, Jan; Tritscher, Julian; Hotho, Andreas in ACM Transactions on Social Computing (2020).
2018
-
ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings. Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas (2018).
-
ClaiRE at SemEval-2018 Task 7 - Extended Version. Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas (2018).
2017
-
Mining social semantics on the social web. Hotho, A.; Jaeschke, R.; Lerman, K. in Semantic Web (2017). 8(5) 623–624.
-
Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas (2017).
-
Learning Semantic Relatedness From Human Feedback Using Metric Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas (2017).
-
Learning Word Embeddings from Tagging Data: A methodological comparison. Niebler, Thomas; Hahn, Luzian; Hotho, Andreas (2017).
2016
-
Extracting Semantics from Random Walks on Wikipedia: Comparing learning and counting methods. Dallmann, Alexander; Niebler, Thomas; Lemmerich, Florian; Hotho, Andreas R. West, L. Zia, D. Taraborelli, J. Leskovec (Hrsg.) (2016).
-
FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas in CIKM ’16 (2016).
-
Extracting Semantics from Unconstrained Navigation on Wikipedia. Niebler, Thomas; Schlör, Daniel; Becker, Martin; Hotho, Andreas in KI (2016). 30(2) 163–168.
2015
2014
-
Folksonomies. Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus in Encyclopedia of Social Network Analysis and Mining (2014). 542–547.[ BibTeX ]
2013
-
Semantics of User Interaction in Social Media. Mitzlaff, Folke; Atzmueller, Martin; Stumme, Gerd; Hotho, Andreas in Complex Networks IV, G. Ghoshal, J. Poncela-Casasnovas, R. Tolksdorf (Hrsg.) (2013). (Bd. 476)
-
How Tagging Pragmatics Influence Tag Sense Discovery in Social Annotation Systems. Niebler, Thomas; Singer, Philipp; Benz, Dominik; Körner, Christian; Strohmaier, Markus; Hotho, Andreas in Advances in Information Retrieval, P. Serdyukov, P. Braslavski, S. Kuznetsov, J. Kamps, S. Rüger, E. Agichtein, I. Segalovich, E. Yilmaz (Hrsg.) (2013). (Bd. 7814) 86–97.
-
Computing Semantic Relatedness from Human Navigational Paths: A Case Study on Wikipedia. Singer, Philipp; Niebler, Thomas; Strohmaier, Markus; Hotho, Andreas in International Journal on Semantic Web and Information Systems (IJSWIS) (2013). 9(4) 41–70.
-
Computing semantic relatedness from human navigational paths on Wikipedia. Singer, Philipp; Niebler, Thomas; Strohmaier, Markus; Hotho, Andreas in WWW ’13 Companion, ACM (Hrsg.) (2013). 171–172.
2011
-
Towards Mining Semantic Maturity in Social Bookmarking Systems. Atzmueller, Martin; Benz, Dominik; Hotho, Andreas; Stumme, Gerd A. Passant, S. Fernández, J. Breslin, U. Bojārs (Hrsg.) (2011).
-
Combining Data-Driven and Semantic Approaches for Text Mining. Bloehdorn, Stephan; Blohm, Sebastian; Cimiano, Philipp; Giesbrecht, Eugenie; Hotho, Andreas; Lösch, Uta; Mädche, Alexander; Mönch, Eddie; Sorg, Philipp; Staab, Steffen; Völker, Johanna D. Fensel (Hrsg.) (2011). 115–142.[ BibTeX ]
-
From Semantic Web Mining to Social and Ubiquitous Mining - A Subjective View on Past, Current, and Future Research. Hotho, Andreas; Stumme, Gerd D. Fensel (Hrsg.) (2011). 143–153.
-
On the Semantics of User Interaction in Social Media (Extended Abstract, Resubmission). Mitzlaff, Folke; Atzmueller, Martin; Stumme, Gerd; Hotho, Andreas (2011).
2010
-
Query Logs as Folksonomies. Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Stumme, Gerd in Datenbank-Spektrum (2010). 10(1) 15–24.
-
Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge. Benz, Dominik; Hotho, Andreas; Stumme, Gerd (2010).
-
Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0. Berendt, Bettina; Hotho, Andreas; Stumme, Gerd in Web Semantics: Science, Services and Agents on the World Wide Web (2010). 8(2-3) 95–96.
-
Data Mining on Folksonomies. Hotho, Andreas in Intelligent Information Access, G. Armano, M. de Gemmis, G. Semeraro, E. Vargiu (Hrsg.) (2010). (Bd. 301) 57–82.
-
Stop Thinking, start Tagging - Tag Semantics emerge from Collaborative Verbosity. Körner, Christian; Benz, Dominik; Strohmaier, Markus; Hotho, Andreas; Stumme, Gerd (2010).
2009
2008
-
Analyzing Tag Semantics Across Collaborative Tagging Systems. Benz, Dominik; Grobelnik, Marko; Hotho, Andreas; Jäschke, Robert; Mladenic, Dunja; Servedio, Vito D. P.; Sizov, Sergej; Szomszor, Martin in Dagstuhl Seminar Proceedings, H. Alani, S. Staab, G. Stumme (Hrsg.) (2008).
-
Semantic Grounding of Tag Relatedness in Social Bookmarking Systems. Cattuto, Ciro; Benz, Dominik; Hotho, Andreas; Stumme, Gerd in Lecture Notes in Computer Science (2008). (Bd. 5318) 615–631.
-
Semantic Analysis of Tag Similarity Measures in Collaborative Tagging Systems. Cattuto, Ciro; Benz, Dominik; Hotho, Andreas; Stumme, Gerd (2008).
-
Discovering Shared Conceptualizations in Folksonomies. Jäschke, Robert; Hotho, Andreas; Schmitz, Christoph; Ganter, Bernhard; Stumme, Gerd in Web Semantics: Science, Services and Agents on the World Wide Web (2008). 6(1) 38–53.
-
AEON - An approach to the automatic evaluation of ontologies. Völker, Johanna; Vrandečić, Denny; Sure, York; Hotho, Andreas in Applied Ontology (2008). 3(1-2) 41–62.
2007
-
Position Paper: Ontology Learning from Folksonomies. Benz, Dominik; Hotho, Andreas A. Hinneburg (Hrsg.) (2007). 109–112.
-
Network Properties of Folksonomies. Cattuto, Ciro; Schmitz, Christoph; Baldassarri, Andrea; Servedio, Vito D. P.; Loreto, Vittorio; Hotho, Andreas; Grahl, Miranda; Stumme, Gerd in AI Communications (2007). 20(4) 245–262.
-
Network Properties of Folksonomies. Schmitz, Christoph; Grahl, Miranda; Hotho, Andreas; Stumme, Gerd; Catutto, Ciro; Baldassarri, Andrea; Loreto, Vittorio; Servedio, Vito D. P. (2007).[ BibTeX ]
-
Learning Disjointness. Völker, Johanna; Vrandecic, Denny; Sure, York; Hotho, Andreas in Lecture Notes in Computer Science, E. Franconi, M. Kifer, W. May (Hrsg.) (2007). (Bd. 4519)
2006
-
Semantics, Web and Mining Ackermann, Markus; Berendt, Bettina; Grobelnik, Marko; Hotho, Andreas; Mladenic, Dunja; Semeraro, Giovanni; Spiliopoulou, Myra; Stumme, Gerd; Svatek, Vojtech; van Someren, Maarten (2006).
-
Learning Ontologies to Improve Text Clustering and Classification. Bloehdorn, Stephan; Cimiano, Philipp; Hotho, Andreas in From Data and Information Analysis to Knowledge Engineering (2006). 334–341.
-
Boosting for Text Classification with Semantic Features. Bloehdorn, Stephan; Hotho, Andreas in Advances in Web Mining and Web Usage Analysis (2006). (Bd. 3932) 149–166.
-
Semantic Network Analysis of Ontologies. Hoser, Bettina; Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd in LNCS (2006). (Bd. 4011) 514–529.
-
Information Retrieval in Folksonomies: Search and Ranking. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd in LNCS (2006). (Bd. 4011) 411–426.
-
FolkRank: A Ranking Algorithm for Folksonomies. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd (2006). 111–114.
-
Emergent Semantics in BibSonomy. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd (2006). (Bd. P-94)
-
Mining Association Rules in Folksonomies. Schmitz, Christoph; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd in Studies in Classification, Data Analysis, and Knowledge Organization, V. Batagelj, H.-H. Bock, A. Ferligoj, A. Žiberna (Hrsg.) (2006). 261–270.
-
Kollaboratives Wissensmanagement. Schmitz, Christoph; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd in Semantic Web - Wege zur vernetzten Wissensgesellschaft, T. Pellegrini, A. Blumauer (Hrsg.) (2006). 273–290.
-
Semantic Web Mining - State of the Art and Future Directions. Stumme, Gerd; Hotho, Andreas; Berendt, Bettina in Journal of Web Semantics (2006). 4(2) 124–143.
2005
-
Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space. Berendt, Bettina; Hotho, Andreas; Stumme, Gerd V. Svatek, V. Snasel (Hrsg.) (2005). 1–16.
-
An Ontology-based Framework for Text Mining. Bloehdorn, Stephan; Cimiano, Philipp; Hotho, Andreas; Staab, Steffen in LDV Forum - GLDV Journal for Computational Linguistics and Language Technology (2005). 20(1) 87–112.
-
Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen in Journal on Artificial Intelligence Research (2005). 24 305–339.[ BibTeX ]
2004
-
Usage Mining for and on the Semantic Web. Berendt, B.; Hotho, A.; Stumme, G. in Data Mining Next Generation Challenges and Future Directions, H. Kargupta, A. Joshi, K. Sivakumar, Y. Yesha (Hrsg.) (2004). 461–481.[ BibTeX ]
-
Web Mining: From Web to Semantic Web Berendt, Bettina; Hotho, Andreas; Mladenic, Dunja; van Someren, Maarten; Spiliopoulou, Myra; Stumme, Gerd in LNAI (2004). (Bd. 3209) Springer, Heidelberg.[ BibTeX ]
-
A roadmap for web mining: From web to semantic web. Berendt, Bettina; Hotho, Andreas; Mladenic, Dunja; Van Someren, Maarten; Spiliopoulou, Myra; Stumme, Gerd in Web Mining: From Web to Semantic Web (2004). 1–22.[ BibTeX ]
-
Boosting for Text Classification with Semantic Features. Bloehdorn, Stephan; Hotho, Andreas (2004). 70–87.
-
Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis Cimiano, Philipp; Hotho, Andreas; Staab, Steffen (2004).
-
Comparing Conceptual, Divise and Agglomerative Clustering for Learning Taxonomies from Text. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen R. L. de Mántaras, L. Saitta (Hrsg.) (2004). 435–439.
-
Clustering Ontologies from Text. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen (2004).
-
Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies. Cimiano, Philipp; Hotho, Andreas; Stumme, Gerd; Tane, Julien in LNCS (2004). (Bd. 2961)
-
International Workshop on Mining for and from the Semantic Web (MSW2004) Hotho, Andreas; Sure, York; Getoor, Lise (2004).
-
A workshop report: mining for and from the Semantic Web at KDD 2004. Hotho, Andreas; Sure, York; Getoor, Lise in SIGKDD Explorations (2004). 6(2) 142–143.[ BibTeX ]
-
Semantic Web Personalization Mobasher, Bamshad; Anand, Sarabjot Singh; Berendt, Bettina; Hotho, Andreas (2004).
2003
-
Ontologies Improve Text Document Clustering. Hotho, A.; Staab, S.; Stumme, G. (2003). 541–544.[ BibTeX ]
-
Explaining Text Clustering Results using Semantic Structures. Hotho, A.; Staab, S.; Stumme, G. in LNCS (2003). (Bd. 2838) 217–228.
-
Ontology-based Text Document Clustering. Staab, Steffen; Hotho, Andreas (2003). 451–452.
-
Building and Using the Semantic Web. Studer, Rudi; Stumme, Gerd; Handschuh, Siegfried; Hotho, Andreas; Motik, Boris (2003). 31–34.[ BibTeX ]
-
Semantic Web - State of the art and future directions. Studer, Rudi; Volz, Raphael; Stumme, Gerd; Hotho, Andreas in KI Heft, Special Issue on the Semantic Web (2003). 3 5–9.[ BibTeX ]
2002
-
Towards Semantic Web Mining. Berendt, B.; Hotho, A.; Stumme, G. in Lecture Notes in Computer Science (LNCS), I. Horrocks, J. A. Hendler (Hrsg.) (2002). (Bd. 2342) 264–278.
-
Semantic Web Mining Berendt, B.; Hotho, A.; Stumme, G. (2002). Workshop at 13th Europ. Conf. on Machine Learning (ECML’02) / 6th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’02), Helsinki.[ BibTeX ]
-
KAON - Towards a Large Scale Semantic Web. Bozsak, E.; Ehrig, M.; Handschuh, S.; Hotho, A.; Maedche, A.; Motik, B.; Oberle, D.; Schmitz, C.; Staab, S.; Stojanovic, L.; Stojanovic, N.; Studer, R.; Stumme, G.; Sure, Y.; Tane, J.; Volz, R.; Zacharias, V. in LNCS, K. Bauknecht, A. M. Tjoa, G. Quirchmayr (Hrsg.) (2002). (Bd. 2455) 304–313.[ BibTeX ]
-
KAON - Towards a large scale Semantic Web. Ehrig, Marc; Handschuh, Siegfried; Hotho, Andreas; Maedche, Alexander; Motik, Boris; Oberle, Daniel; Schmitz, Christoph; Staab, Steffen; Stojanovic, Ljiljana; Stojanovic, Nenad; Studer, Rudi; Stumme, Gerd; Sure, York; Tane, Julien; Volz, Raphael; Zacharias, Valentin in LNCS, K. Bauknecht, A. M. Tjoa, G. Quirchmayr (Hrsg.) (2002).[ BibTeX ]
-
Semantic Web Mining for Building Information Portals (Position Paper). Hartmann, Jens; Hotho, Andreas; Stumme, Gerd (2002). 34–38.[ BibTeX ]
-
Usage Mining for and on the Semantic Web. Stumme, Gerd; Berendt, Bettina; Hotho, Andreas (2002). 77–86.[ BibTeX ]
2001
-
Ontology-based Text Clustering. Hotho, Andreas; Maedche, Alexander; Staab, Steffen (2001).[ BibTeX ]
-
Semantic Web Mining Stumme, G.; Hotho, A.; Berendt, B. (2001). Workshop at 12th Europ. Conf. on Machine Learning (ECML’01) / 5th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’01), Freiburg.[ BibTeX ]
2000
-
Semantic Community Web Portals. Staab, S.; Angele, J.; Decker, S.; Erdmann, M.; Hotho, A.; Maedche, A.; Schnurr, H.-P.; Studer, R.; Sure, Y. (2000). 473–491.[ BibTeX ]
-
AI for the Web - Ontology-based Community Web Portals. Staab, Steffen; Angele, Jürgen; Decker, Stefan; Hotho, Andreas; Maedche, Alexander; Schnurr, Hans-Peter; Studer, Rudi; Sure, York (2000).