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    DMIR Research Group

    Semantic Web - Publications

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    2018

    • hettinger_semeval_18.pdf
      ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings. Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas (2018).
       
    • 1804.05825.pdf
      ClaiRE at SemEval-2018 Task 7 - Extended Version. Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas (2018).
       

    2017

    • semweb_special_issue.pdf
      Mining social semantics on the social web. Hotho, A.; Jaeschke, R.; Lerman, K. in Semantic Web (2017). 8(5) 623--624.
       
    • report.pdf
      Learning Word Embeddings from Tagging Data: A methodological comparison. Niebler, Thomas; Hahn, Luzian; Hotho, Andreas (2017).
       
    • poster_iswc.pdf
      Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas (2017).
       
    • paper.pdf
      Learning Semantic Relatedness From Human Feedback Using Metric Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas (2017).
       

    2016

    • folktrails.pdf
      FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas in CIKM '16 (2016).
       
    • niebler_extracting_semantics(1).pdf
      Extracting Semantics from Unconstrained Navigation on Wikipedia. Niebler, Thomas; Schlör, Daniel; Becker, Martin; Hotho, Andreas in KI (2016). 30(2) 163-168.
       
    • deepwikiwalk.pdf
      Extracting Semantics from Random Walks on Wikipedia: Comparing learning and counting methods. Dallmann, Alexander; Niebler, Thomas; Lemmerich, Florian; Hotho, Andreas R. West, Zia, L., Taraborelli, D., Leskovec, J. (Hrsg.) (2016).
       

    2015

    • evaluating_semantics.pdf
      Evaluating Emergent Semantics in Folksonomies on Human Intuition Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas (2015).
       

    2014

    • Folksonomies. Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus in Encyclopedia of Social Network Analysis and Mining (2014). 542--547.
       

    2013

    • Semantics of User Interaction in Social Media. Mitzlaff, Folke; Atzmueller, Martin; Stumme, Gerd; Hotho, Andreas in Complex Networks IV, G. Ghoshal, Poncela-Casasnovas, J., Tolksdorf, R. (Hrsg.) (2013). (Bd. 476)
       
    • ecir13.pdf
      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, Braslavski, P., Kuznetsov, S. O., Kamps, J., Rüger, S., Agichtein, E., Segalovich, I., Yilmaz, E. (Hrsg.) (2013). (Bd. 7814) 86-97.
       
    • Computing Semantic Relatedness from Human 2014.pdf
      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.
       
    • 2013_www2013_wikisempaths.pdf
      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, Fernández, S., Breslin, J., Bojārs, U. (Hrsg.) (2011).
       
    • On the Semantics of User Interaction in Social Media (Extended Abstract, Resubmission). Mitzlaff, Folke; Atzmueller, Martin; Stumme, Gerd; Hotho, Andreas (2011).
       
    • 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.
       
    • 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.
       

    2010

    • koerner2010thinking.pdf
      Stop Thinking, start Tagging - Tag Semantics emerge from Collaborative Verbosity. Körner, Christian; Benz, Dominik; Strohmaier, Markus; Hotho, Andreas; Stumme, Gerd (2010).
       
    • benz2010semantics.pdf
      Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge. Benz, Dominik; Hotho, Andreas; Stumme, Gerd (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, de Gemmis, M., Semeraro, G., Vargiu, E. (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

    • Evaluating Similarity Measures for Emergent Semantics of Social Tagging. Markines, Benjamin; Cattuto, Ciro; Menczer, Filippo; Benz, Dominik; Hotho, Andreas; Stumme, Gerd (2009). 641--641.
       

    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).
       
    • 1-s2.0-S1570826807000546-main.pdf
      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 Dagstuhl Seminar Proceedings, H. Alani, Staab, S., Stumme, G. (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

    • Position Paper: Ontology Learning from Folksonomies. Benz, Dominik; Hotho, Andreas A. Hinneburg (Hrsg.) (2007). 109-112.
       
    • Network Properties of Folksonomies. Schmitz, Christoph; Grahl, Miranda; Hotho, Andreas; Stumme, Gerd; Catutto, Ciro; Baldassarri, Andrea; Loreto, Vittorio; Servedio, Vito D. P. (2007).
       
    • 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.
       
    • Learning Disjointness. Völker, Johanna; Vrandecic, Denny; Sure, York; Hotho, Andreas in Lecture Notes in Computer Science, E. Franconi, Kifer, M., May, W. (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).
       
    • 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 LNCS (2006). (Bd. 4011) 514-529.
       
    • Mining Association Rules in Folksonomies. Schmitz, Christoph; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd in Studies in Classification, Data Analysis, and Knowledge Organization, V. Batagelj, Bock, H. -H., Ferligoj, A., Žiberna, A. (Hrsg.) (2006). 261-270.
       
    • document.pdf
      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, Blumauer, A. (Hrsg.) (2006). 273-290.
       
    • 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)
       
    • 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

    • Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space. Berendt, Bettina; Hotho, Andreas; Stumme, Gerd V. Svatek, Snasel, V. (Hrsg.) (2005). 1--16.
       
    • live-1648-2403-jair.pdf
      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

    • 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, Joshi, A., Sivakumar, K., Yesha, Y. (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 LNCS (2004). (Bd. 2961)
       
    • Comparing Conceptual, Divise and Agglomerative Clustering for Learning Taxonomies from Text. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen R. L. de Mántaras, Saitta, L. (Hrsg.) (2004). 435-439.
       
    • Clustering Ontologies from Text. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen (2004).
       
    • Boosting for Text Classification with Semantic Features. Bloehdorn, Stephan; Hotho, Andreas (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.
       
    • document.pdf
      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

    • 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 (2003). 451-452.
       
    • Ontologies Improve Text Document Clustering. Hotho, A.; Staab, S.; Stumme, G. (2003). 541-544.
       
    • Explaining Text Clustering Results using Semantic Structures. Hotho, A.; Staab, S.; Stumme, G. in LNCS (2003). (Bd. 2838) 217-228.
       
    • Building and Using the Semantic Web. Studer, Rudi; Stumme, Gerd; Handschuh, Siegfried; Hotho, Andreas; Motik, Boris (2003). 31-34.
       

    2002

    • Usage Mining for and on the Semantic Web. Stumme, Gerd; Berendt, Bettina; Hotho, Andreas (2002). 77-86.
       
    • Towards Semantic Web Mining. Berendt, B.; Hotho, A.; Stumme, G. in Lecture Notes in Computer Science (LNCS), I. Horrocks, Hendler, J. A. (Hrsg.) (2002). (Bd. 2342) 264-278.
       
    • Semantic Web Mining for Building Information Portals (Position Paper). Hartmann, Jens; Hotho, Andreas; Stumme, Gerd (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. 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, Tjoa, A. M., Quirchmayr, G. (Hrsg.) (2002).
       
    • 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, Tjoa, A. M., Quirchmayr, G. (Hrsg.) (2002). (Bd. 2455) 304--313.
       

    2001

    • 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 (2001).
       

    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.
       
    • 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).
       

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