%0 Conference Paper %1 illig2009comparison %A Illig, Jens %A Hotho, Andreas %A Jäschke, Robert %A Stumme, Gerd %B Knowledge Processing and Data Analysis %C Berlin/Heidelberg %D 2011 %E Wolff, Karl Erich %E Palchunov, Dmitry E. %E Zagoruiko, Nikolay G. %E Andelfinger, Urs %I Springer %K 2011 content folksonomy info20 itegpub l3s myown recommendations recommender tag tagorapub %P 136--149 %R 10.1007/978-3-642-22140-8_9 %T A Comparison of Content-Based Tag Recommendations in Folksonomy Systems %U http://dx.doi.org/10.1007/978-3-642-22140-8_9 %V 6581 %X Recommendation algorithms and multi-class classifiers can support users of social bookmarking systems in assigning tags to their bookmarks. Content based recommenders are the usual approach for facing the cold start problem, i.e., when a bookmark is uploaded for the first time and no information from other users can be exploited. In this paper, we evaluate several recommendation algorithms in a cold-start scenario on a large real-world dataset. %@ 978-3-642-22139-2

@inproceedings{illig2009comparison, abstract = {Recommendation algorithms and multi-class classifiers can support users of social bookmarking systems in assigning tags to their bookmarks. Content based recommenders are the usual approach for facing the cold start problem, i.e., when a bookmark is uploaded for the first time and no information from other users can be exploited. In this paper, we evaluate several recommendation algorithms in a cold-start scenario on a large real-world dataset. }, added-at = {2011-11-25T12:41:06.000+0100}, address = {Berlin/Heidelberg}, author = {Illig, Jens and Hotho, Andreas and Jäschke, Robert and Stumme, Gerd}, biburl = {https://www.bibsonomy.org/bibtex/2f9d6e06ab0f2fdcebb77afa97d72e40a/stumme}, booktitle = {Knowledge Processing and Data Analysis}, doi = {10.1007/978-3-642-22140-8_9}, editor = {Wolff, Karl Erich and Palchunov, Dmitry E. and Zagoruiko, Nikolay G. and Andelfinger, Urs}, interhash = {cd3420c0f73761453320dc528b3d1e14}, intrahash = {f9d6e06ab0f2fdcebb77afa97d72e40a}, isbn = {978-3-642-22139-2}, keywords = {2011 content folksonomy info20 itegpub l3s myown recommendations recommender tag tagorapub}, pages = {136--149}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2015-03-09T16:26:04.000+0100}, title = {A Comparison of Content-Based Tag Recommendations in Folksonomy Systems}, url = {http://dx.doi.org/10.1007/978-3-642-22140-8_9}, volume = 6581, year = 2011 }