Publications

Dominik Benz, Andreas Hotho, Stefan Stützer, und Gerd Stumme. Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge. Proceedings of the 2nd Web Science Conference (WebSci10), Raleigh, NC, USA, 2010. [PUMA: 2010 ibm-kde-tagging itegpub myown ol_web2.0 semantics web_science websci websci10] URL

Korinna Bade, und Dominik Benz. Evaluation Strategies for Learning Algorithms of Hierarchical Structures. Proceedings of the 32nd Annual Conference of the German Classification Society - Advances in Data Analysis, Data Handling and Business Intelligence (GfKl 2008), Springer, Berlin-Heidelberg, 2008. [PUMA: 2008 evaluation_strategies hiearchies itegpub myown ol_web2.0 widely_related] URL

Dominik Benz, und Andreas Hotho. Position Paper: Ontology Learning from Folksonomies. In Alexander Hinneburg (Hrsg.), Workshop Proceedings of Lernen - Wissensentdeckung - Adaptivität (LWA 2007), 109--112, Martin-Luther-Universität Halle-Wittenberg, September 2007. [PUMA: 2007 diploma_thesis ibm-kde-tagging itegpub methods_concepthierarchy myown ol_web2.0 ontology_learning rel1 rel2 tagorapub] URL

Dominik Benz, Marko Grobelnik, Andreas Hotho, Robert Jäschke, Dunja Mladenic, Vito D. P. Servedio, Sergej Sizov, und Martin Szomszor. Analyzing Tag Semantics Across Collaborative Tagging Systems. In Harith Alani, Steffen Staab, und Gerd Stumme (Hrsg.), Proceedings of the Dagstuhl Seminar on Social Web Communities, 083912008. [PUMA: 2008 dagstuhl iin2009 itegpub myown ol_web2.0 tag_semantics tagorapub widely_related] URL

Dominik Benz, Beate Krause, G. Praveen Kumar, Andreas Hotho, und Gerd Stumme. Characterizing Semantic Relatedness of Search Query Terms. Proceedings of the 1st Workshop on Explorative Analytics of Information Networks (EIN2009), Bled, Slovenia, September 2009. [PUMA: 2009 ecml_pkdd ein itegpub logsonomies myown ol_web2.0 similarity_measures widely_related workshop] URL

Ciro Cattuto, Dominik Benz, Andreas Hotho, und Gerd Stumme. Semantic Analysis of Tag Similarity Measures in Collaborative Tagging Systems. Proceedings of the 3rd Workshop on Ontology Learning and Population (OLP3), 39--43, Patras, Greece, Juli 2008. [PUMA: 2008 itegpub methods_concepthierarchy methods_concepts myown ol_web2.0 olp3 semantic_relatedness tag_relatedness tagorapub] URL

Ciro Cattuto, Dominik Benz, Andreas Hotho, und Gerd Stumme. Semantic Grounding of Tag Relatedness in Social Bookmarking Systems. In Amit P. Sheth, Steffen Staab, Mike Dean, Massimo Paolucci, Diana Maynard, Timothy W. Finin, und Krishnaprasad Thirunarayan (Hrsg.), The Semantic Web -- ISWC 2008, Proc.Intl. Semantic Web Conference 2008, (5318):615--631, Springer, Heidelberg, 2008. [PUMA: 2008 grounding iswc2008 itegpub methods_concepthierarchy methods_concepts myown ol_web2.0 relatedness semantic semantic_relatedness similarity sw tag tagging tagorapub] URL

Andreas Hotho, Robert Jäschke, Christoph Schmitz, und Gerd Stumme. Emergent Semantics in BibSonomy. In Christian Hochberger, und Rüdiger Liskowsky (Hrsg.), Informatik 2006 -- Informatik für Menschen. Band 2, (P-94)Gesellschaft für Informatik, Bonn, Oktober 2006. [PUMA: 2006 UniK bibsonomy emergence emergent emergentsemantics_evidence folksonomy hotho itegpub jaeschke l3s myown nepomuk ol_web2.0 schmitz semantics stumme tagorapub] URL

Christian Körner, Dominik Benz, Markus Strohmaier, Andreas Hotho, und Gerd Stumme. Stop Thinking, start Tagging - Tag Semantics emerge from Collaborative Verbosity. Proceedings of the 19th International World Wide Web Conference (WWW 2010), ACM, Raleigh, NC, USA, April 2010. [PUMA: 2010 collaborative_verbosity emergentsemantics_factors ibm-kde-tagging itegpub myown ol_web2.0 www www2010] URL

Benjamin Markines, Ciro Cattuto, Filippo Menczer, Dominik Benz, Andreas Hotho, und Gerd Stumme. Evaluating Similarity Measures for Emergent Semantics of Social Tagging. 18th International World Wide Web Conference, 641--641, April 2009. [PUMA: 2009 itegpub methods_concepts myown ol_web2.0 semantic_relatedness social_similarity tagorapub www2009] URL

M. Levy, und M. Sandler. Learning latent semantic models for music from social tags. Journal of New Music Research, (37)2:137--150, Routledge, part of the Taylor & Francis Group, 2008. [PUMA: semantics ol_web2.0 music tagging]

C. Manning, und H. Schütze. Foundations of statistical natural language processing. MIT Press, Cambridge, MA, 1999. [PUMA: nlp ol_web2.0]

Marta Tatu, und Dan I. Moldovan. Inducing Ontologies from Folksonomies using Natural Language Understanding.. In Nicoletta Calzolari, Khalid Choukri, Bente Maegaard, Joseph Mariani, Jan Odijk, Stelios Piperidis, Mike Rosner, und Daniel Tapias (Hrsg.), LREC, European Language Resources Association, 2010. [PUMA: ol_web2.0] URL

Michael Meder. Multi-Domain Klassifikation basierend auf nutzergenerierten Metadaten. 2010. [PUMA: ontology_learning ol_web2.0 thesis berlin]

Iyad Abu Doush, und Enrico Pontelli. Integrating Semantic Web and Folksonomies to Improve E-Learning Accessibility. In Klaus Miesenberger, Joachim Klaus, Wolfgang Zagler, und Arthur Karshmer (Hrsg.), Computers Helping People with Special Needs, (6179):376-383, Springer Berlin / Heidelberg, 2010. [PUMA: application e-learning ol_web2.0] URL

Michal Barla, und M�ria Bielikov�. On Deriving Tagsonomies: Keyword Relations Coming from Crowd.. In Ngoc Thanh Nguyen, Ryszard Kowalczyk, und Shyi-Ming Chen (Hrsg.), Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent System, (5796):309-320, Springer, 2009. [PUMA: ol_web2.0 toread] URL

Jens Lehmann, Chris Bizer, Georgi Kobilarov, Sören Auer, Christian Becker, Richard Cyganiak, und Sebastian Hellmann. DBpedia - A Crystallization Point for the Web of Data. Journal of Web Semantics, (7)3:154--165, 2009. [PUMA: ol_web2.0] URL

Albert Weichselbraun, Gerhard Wohlgenannt, und Arno Scharl. Augmenting Lightweight Domain Ontologies with Social Evidence Sources. Database and Expert Systems Applications, International Workshop on, (0):193-197, IEEE Computer Society, Los Alamitos, CA, USA, 2010. [PUMA: ol_web2.0] URL

Ching man Yeung, Nicholas Gibbins, und Nigel Shadbolt. Mutual Contextualization in Tripartite Graphs of Folksonomies. In Karl Aberer, Key-Sun Choi, Natasha Noy, Dean Allemang, Kyung-Il Lee, Lyndon Nixon, Jennifer Golbeck, Peter Mika, Diana Maynard, Riichiro Mizoguchi, Guus Schreiber, und Philippe Cudré-Mauroux (Hrsg.), The Semantic Web, (4825):966-970, Springer, Berlin / Heidelberg, 2007. [PUMA: context folksonomies ol_web2.0 tagging] URL

Sofia Angeletou, Marta Sabou, und Enrico Motta. Semantically enriching folksonomies with FLOR. Proceedings of the CISWeb Workshop, located at the 5th European Semantic Web Conference ESWC 2008, 2008. [PUMA: ol_web2.0 ontology_learning semantic_enrichment] URL