Publications

Steffen Rendle, und Lars Schmidt-Thieme. Pairwise interaction tensor factorization for personalized tag recommendation. Proceedings of the third ACM international conference on Web search and data mining, 81--90, ACM, New York, NY, USA, 2010. [PUMA: collaborative factorization folksonomy personalization recommender tag tagging tensor] URL

Cataldo Musto, Fedelucio Narducci, Pasquale Lops, und Marco de Gemmis. Combining Collaborative and Content-Based Techniques for Tag Recommendation.. In Francesco Buccafurri, und Giovanni Semeraro (Hrsg.), E-Commerce and Web Technologies, (61):13--23, Springer, Berlin/Heidelberg, 2010. [PUMA: collaborative content recommender tag tagging] URL

Zi-Ke Zhang, Tao Zhou, und Yi-Cheng Zhang. Tag-Aware Recommender Systems: A State-of-the-Art Survey. Journal of Computer Science and Technology, (26)5:767--777, Springer Boston, 2011. [PUMA: recommender survey tag tagging] URL

Adam Rae, Börkur Sigurbjörnsson, und Roelof van Zwol. Improving tag recommendation using social networks. Adaptivity, Personalization and Fusion of Heterogeneous Information, 92--99, Le Centre De Hautes Etudes Internationales d'Informatique Documentaire, Paris, France, 2010. [PUMA: collaborative recommender social tag tagging] URL

Robert Jäschke. Formal Concept Analysis and Tag Recommendations in Collaborative Tagging Systems. Dissertationen zur Künstlichen Intelligenz, (332)Akademische Verlagsgesellschaft AKA, Heidelberg, Germany, Januar 2011. [PUMA: 2011 analysis collaborative concept fca folksonomy formal myown recommender tag tagging] URL

Robert Jäschke, Leandro Marinho, Andreas Hotho, Lars Schmidt-Thieme, und Gerd Stumme. Tag Recommendations in Social Bookmarking Systems. In Enrico Giunchiglia (Hrsg.), AI Communications, (21)4:231--247, IOS Press, Amsterdam, Dezember 2008. [PUMA: 2008 myown recommender tag top webzu] URL

Steffen Rendle, Leandro Balby Marinho, Alexandros Nanopoulos, und Lars Schmidt-Thieme. Learning optimal ranking with tensor factorization for tag recommendation. KDD '09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, 727--736, ACM, New York, NY, USA, 2009. [PUMA: folksonomy ranking recommender tag tagging tensor] URL

Marek Lipczak, Yeming Hu, Yael Kollet, und Evangelos Milios. Tag Sources for Recommendation in Collaborative Tagging Systems. In Folke Eisterlehner, Andreas Hotho, und Robert Jäschke (Hrsg.), ECML PKDD Discovery Challenge 2009 (DC09), (497):157--172, September 2009. [PUMA: challenge dc09 recommender tag] URL

Hao Cao, Maoqiang Xie, Lian Xue, Chunhua Liu, Fei Teng, und Yalou Huang. Social Tag Prediction Base on Supervised Ranking Model. In Folke Eisterlehner, Andreas Hotho, und Robert Jäschke (Hrsg.), CEUR-WS.org, (497):35--48, September 2009. [PUMA: dc09 recommender tag]

Xiance Si, Zhiyuan Liu, Peng Li, Qixia Jiang, und Maosong Sun. Content-based and Graph-based Tag Suggestion. In Folke Eisterlehner, Andreas Hotho, und Robert Jäschke (Hrsg.), CEUR-WS.org, (497):243--260, September 2009. [PUMA: dc09 recommender tag]

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 folksonomy learning ol_tut2010 ontology similarity tag webzu] URL

Dirk Bollen, und Harry Halpin. The Role of Tag Suggestions in Folksonomies. HT '09: Proceedings of the Twentieth ACM Conference on Hypertext and Hypermedia, ACM, New York, NY, USA, Juli 2009. [PUMA: folksonomy ht09 impact recommender tag]

Jens Illig. Entwurf und Integration eines Item-Based Collaborative Filtering Tag Recommender Systems in das BibSonomy-Projekt. 2006. [PUMA: 2006 bibsonomy kde-abschlussarbeit projekt recommender tag] URL

Badrul Sarwar, George Karypis, Joseph Konstan, und John Riedl. Item-based collaborative filtering recommendation algorithms. WWW '01: Proceedings of the 10th International Conference on World Wide Web, 285--295, ACM, New York, NY, USA, 2001. [PUMA: collaborative filtering recommender stair tag] URL

Csaba Veres. The Language of Folksonomies: What Tags Reveal About User Classification. In Christian Kop, Günther Fliedl, Heinrich C. Mayr, und Elisabeth Métais (Hrsg.), Natural Language Processing and Information Systems, (3999):58--69, Springer, Berlin/Heidelberg, 2006. [PUMA: classification folksonomy language tag tagging user] URL

Fabian M. Suchanek, Milan Vojnovic, und Dinan Gunawardena. Social tags: meaning and suggestions. CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge management, 223--232, ACM, New York, NY, USA, 2008. [PUMA: folksonomy meaning recommender tag] URL

Benjamin Adrian, Leo Sauermann, und Thomas Roth-Berghofer. ConTag: A semantic tag recommendation system. In Tassilo Pellegrini, und Sebastian Schaffert (Hrsg.), Proceedings of I-Semantics' 07, 297-304, JUCS, 2007. [PUMA: contag recommender semantic tag web] URL

Jens Illig, Andreas Hotho, Robert Jäschke, und Gerd Stumme. A Comparison of Content-Based Tag Recommendations in Folksonomy Systems. In Karl Erich Wolff, Dmitry E. Palchunov, Nikolay G. Zagoruiko, und Urs Andelfinger (Hrsg.), Knowledge Processing and Data Analysis, (6581):136--149, Springer, Berlin/Heidelberg, 2011. [PUMA: 2011 folksonomy myown recommender tag] URL

Z. Xu, Y. Fu, J. Mao, und D. Su. Towards the semantic web: Collaborative tag suggestions. Proceedings of the Collaborative Web Tagging Workshop at the WWW 2006, Edinburgh, Scotland, Mai 2006. [PUMA: recommender tag tagging] URL

Owen Kaser, und Daniel Lemire. Tag-Cloud Drawing: Algorithms for Cloud Visualization. CoRR, (abs/cs/0703109)2007. [PUMA: cloud drawing folksonomy tag visualization] URL