piwik-script

Intern
    Data Science Chair

    Publications

    Semantic Web - Publications

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    2021[ to top ]
    • The Semantic Web - {ISWC} 2021 - 20th International Semantic Web Conference, {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings Hotho, Andreas; Blomqvist, Eva; Dietze, Stefan; Fokoue, Achille; Ding, Ying; Barnaghi, Payam M.; Haller, Armin; Dragoni, Mauro; Alani, Harith in Lecture Notes in Computer Science (2021). (Bd. 12922) Springer.
    2020[ to top ]
    • Emote-Controlled: Obtaini...
      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[ to top ]
    • ClaiRE at SemEval-2018 Ta...
      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) (2018).
    • ClaiRE at SemEval-2018 Ta...
      ClaiRE at SemEval-2018 Task 7 - Extended Version. Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas (2018).
    2017[ to top ]
    • Mining social semantics o...
      Mining social semantics on the social web. Hotho, A.; Jaeschke, R.; Lerman, K. in Semantic Web (2017). 8(5) 623–624.
    • Learning Word Embeddings ...
      Learning Word Embeddings from Tagging Data: A methodological comparison. Niebler, Thomas; Hahn, Luzian; Hotho, Andreas in Proceedings of the LWDA (2017).
    • Learning Semantic Related...
      Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas in ISWC’17 (2017).
    • Learning Semantic Related...
      Learning Semantic Relatedness From Human Feedback Using Metric Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas (2017).
    2016[ to top ]
    • FolkTrails: Interpreting ...
      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, CIKM ’16 (2016).
    • Extracting Semantics from...
      Extracting Semantics from Unconstrained Navigation on Wikipedia. Niebler, Thomas; Schlör, Daniel; Becker, Martin; Hotho, Andreas in KI (2016). 30(2) 163–168.
    • Extracting Semantics from...
      Extracting Semantics from Random Walks on Wikipedia: Comparing learning and counting methods. Dallmann, Alexander; Niebler, Thomas; Lemmerich, Florian; Hotho, Andreas in Wiki Workshop@ICWSM, R. West, L. Zia, D. Taraborelli, J. Leskovec (Hrsg.) (2016).
    2015[ to top ]
    • Evaluating Emergent Seman...
      Evaluating Emergent Semantics in Folksonomies on Human Intuition Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas (2015).
    2014[ to top ]
    • Folksonomies. Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus in Encyclopedia of Social Network Analysis and Mining (2014). 542–547.
    2013[ to top ]
    • {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 In...
      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 Relate...
      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 relate...
      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 companion, WWW ’13 Companion, ACM (Hrsg.) (2013). 171–172.
    2011[ to top ]
    • {On the Semantics of User Interaction in Social Media (Extended Abstract, Resubmission)}. Mitzlaff, Folke; Atzmueller, Martin; Stumme, Gerd; Hotho, Andreas in Proc. LWA 2013 (KDML Special Track) (2011).
    • Towards Mining Semantic Maturity in Social Bookmarking Systems. Atzmueller, Martin; Benz, Dominik; Hotho, Andreas; Stumme, Gerd in Proceedings of the 4th international workshop on Social Data on the Web (SDoW2011), A. Passant, S. Fernández, J. Breslin, U. Bojārs (Hrsg.) (2011).
    • From Semantic Web Mining to Social and Ubiquitous Mining - A Subjective View on Past, Current, and Future Research. Hotho, Andreas; Stumme, Gerd in Foundations for the Web of Information and Services, D. Fensel (Hrsg.) (2011). 143–153.
    • 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 in Foundations for the Web of Information and Services, D. Fensel (Hrsg.) (2011). 115–142.
    2010[ to top ]
    • Stop Thinking, start Tagg...
      Stop Thinking, start Tagging - Tag Semantics emerge from Collaborative Verbosity. Körner, Christian; Benz, Dominik; Strohmaier, Markus; Hotho, Andreas; Stumme, Gerd in Proceedings of the 19th International World Wide Web Conference (WWW 2010) (2010).
    • Semantics made by you and...
      Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge. Benz, Dominik; Hotho, Andreas; Stumme, Gerd in Proceedings of the 2nd Web Science Conference (WebSci10) (2010).
    • Query Logs as Folksonomies. Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Stumme, Gerd in Datenbank-Spektrum (2010). 10(1) 15–24.
    • 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.
    • 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.
    2009[ to top ]
    • Evaluating Similarity Measures for Emergent Semantics of Social Tagging. Markines, Benjamin; Cattuto, Ciro; Menczer, Filippo; Benz, Dominik; Hotho, Andreas; Stumme, Gerd in 18th International World Wide Web Conference (2009). 641–641.
    2008[ to top ]
    • Semantic Grounding of Tag Relatedness in Social Bookmarking Systems. Cattuto, Ciro; Benz, Dominik; Hotho, Andreas; Stumme, Gerd in The Semantic Web - ISWC 2008, 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 Concep...
      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.
    • 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 Social Web Communities, Dagstuhl Seminar Proceedings, H. Alani, S. Staab, G. Stumme (Hrsg.) (2008).
    • 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[ to top ]
    • {Learning Disjointness}. Völker, Johanna; Vrandecic, Denny; Sure, York; Hotho, Andreas in Proceedings of the European Semantic Web Conference, ESWC2007, Lecture Notes in Computer Science, E. Franconi, M. Kifer, W. May (Hrsg.) (2007). (Bd. 4519)
    • Position Paper: Ontology Learning from Folksonomies. Benz, Dominik; Hotho, Andreas in LWA 2007: Lernen - Wissen - Adaption, Halle, September 2007, Workshop Proceedings (LWA), 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. in Proc. WWW2007 Workshop ``Tagging and Metadata for Social Information Organization’’ (2007).
    2006[ to top ]
    • 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).
    • 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.
    • Semantic Network Analysis of Ontologies. Hoser, Bettina; Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd in Proceedings of the 3rd European Semantic Web Conference, LNCS (2006). (Bd. 4011) 514–529.
    • Mining Association Rules in Folksonomies. Schmitz, Christoph; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd in Data Science and Classification (Proc. IFCS 2006 Conference), Studies in Classification, Data Analysis, and Knowledge Organization, V. Batagelj, H.-H. Bock, A. Ferligoj, A. Žiberna (Hrsg.) (2006). 261–270.
    • Learning Ontologies to Im...
      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.
    • 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.
    • Information Retrieval in ...
      Information Retrieval in Folksonomies: Search and Ranking. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd in Proceedings of the 3rd European Semantic Web Conference, LNCS (2006). (Bd. 4011) 411–426.
    • FolkRank: A Ranking Algorithm for Folksonomies. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd in Proc. FGIR 2006 (2006). 111–114.
    • Emergent Semantics in BibSonomy. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd in Proc. Workshop on Applications of Semantic Technologies, Informatik 2006 (2006). (Bd. P-94)
    • 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.
    2005[ to top ]
    • Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space. Berendt, Bettina; Hotho, Andreas; Stumme, Gerd in Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space, V. Svatek, V. Snasel (Hrsg.) (2005). 1–16.
    • Learning Concept Hierarch...
      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.
    • 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.
    2004[ to top ]
    • 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.
    • 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.
    • Semantic Web Personalization Mobasher, Bamshad; Anand, Sarabjot Singh; Berendt, Bettina; Hotho, Andreas (2004).
    • Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis Cimiano, Philipp; Hotho, Andreas; Staab, Steffen (2004).
    • International Workshop on Mining for and from the Semantic Web (MSW2004) Hotho, Andreas; Sure, York; Getoor, Lise (2004).
    • Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies. Cimiano, Philipp; Hotho, Andreas; Stumme, Gerd; Tane, Julien in Proceedings of the The Second International Conference on Formal Concept Analysis (ICFCA 04), LNCS (2004). (Bd. 2961)
    • Comparing Conceptual, Divise and Agglomerative Clustering for Learning Taxonomies from Text. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen in Proceedings of the European Conference on Artificial Intelligence (ECAI’04), R. L. de M{\’a}ntaras, L. Saitta (Hrsg.) (2004). 435–439.
    • Clustering Ontologies from Text. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen in Proceedings of the Conference on Languages Resources and Evaluation (LREC) (2004).
    • Boosting for Text Classification with Semantic Features. Bloehdorn, Stephan; Hotho, Andreas in Proceedings of the MSW 2004 workshop at the 10th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2004). 70–87.
    • 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.
    • A roadmap for web mining:...
      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.
    2003[ to top ]
    • 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.
    • Ontology-based Text Document Clustering. Staab, Steffen; Hotho, Andreas in Intelligent Information Processing and Web Mining, Proceedings of the International IIS: IIPWM’03 Conference held in Zakopane (2003). 451–452.
    • Ontologies Improve Text Document Clustering. Hotho, A.; Staab, S.; Stumme, G. in Proc. of the ICDM 03, The 2003 IEEE International Conference on Data Mining (2003). 541–544.
    • Explaining Text Clustering Results using Semantic Structures. Hotho, A.; Staab, S.; Stumme, G. in Proc. of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD, LNCS (2003). (Bd. 2838) 217–228.
    • Building and Using the Semantic Web. Studer, Rudi; Stumme, Gerd; Handschuh, Siegfried; Hotho, Andreas; Motik, Boris in New Trends in Knowledge Processing - Data Mining, Semantic Web and Computational Science. Proc. 6th Sanken International Symposium (2003). 31–34.
    2002[ to top ]
    • {KAON} - Towards a large scale {S}emantic {W}eb. 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 Proc. E-Commerce and Web Technologies, Third International Conference, EC-Web 2002, LNCS, K. Bauknecht, A. M. Tjoa, G. Quirchmayr (Hrsg.) (2002).
    • Usage Mining for and on the Semantic Web. Stumme, Gerd; Berendt, Bettina; Hotho, Andreas in Next Generation Data Mining. Proc. NSF Workshop, Baltimore, Nov. 2002 (2002). 77–86.
    • Towards Semantic Web Mining. Berendt, B.; Hotho, A.; Stumme, G. in {P}roceedings of the {F}irst {I}nternational {S}emantic {W}eb {C}onference: The {S}emantic {W}eb ({ISWC} 2002), Lecture Notes in Computer Science (LNCS), I. Horrocks, J. A. Hendler (Hrsg.) (2002). (Bd. 2342) 264–278.
    • Semantic Web Mining for Building Information Portals (Position Paper). Hartmann, Jens; Hotho, Andreas; Stumme, Gerd in Proc. Arbeitskreistreffen Knowledge Discovery, Oldenburg, Sept. 2002 (2002). 34–38.
    • 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.
    • 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 E-Commerce and Web Technologies, Third International Conference, EC-Web 2002, Proceedings, LNCS, K. Bauknecht, A. M. Tjoa, G. Quirchmayr (Hrsg.) (2002). (Bd. 2455) 304–313.
    2001[ to top ]
    • 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.
    • Ontology-based Text Clustering. Hotho, Andreas; Maedche, Alexander; Staab, Steffen in Proc. of the Workshop ``Text Learning: Beyond Supervision’’ at IJCAI 2001. Seattle, WA, USA, August 6, 2001 (2001).
    2000[ to top ]
    • Semantic Community Web Portals. Staab, S.; Angele, J.; Decker, S.; Erdmann, M.; Hotho, A.; Maedche, A.; Schnurr, H.-P.; Studer, R.; Sure, Y. in WWW9 --- Proceedings of the 9th International World Wide Web Conference, Amsterdam, The Netherlands (2000). 473–491.
    • AI for the Web - Ontology-based Community Web Portals. Staab, Steffen; Angele, J{\"{u}}rgen; Decker, Stefan; Hotho, Andreas; Maedche, Alexander; Schnurr, Hans-Peter; Studer, Rudi; Sure, York in AAAI 2000/IAAI 2000 - Proceedings of the 17th National Conference on Artificial Intelligence and 12th Innovative Applications of Artificial Intelligence Conference, Austin/TX, USA, July 30-August 3, 2000 (2000).