%0 Conference Paper %1 Begelman2006 %A Begelman, Grigory %A Keller, Philipp %A Smadja, Frank %B Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland %D 2006 %K clustering master search tag toVerify %T Automated Tag Clustering: Improving search and exploration in the tag space %U http://www.pui.ch/phred/automated_tag_clustering/automated_tag_clustering.pdf %X In this paper we discuss the use of clustering techniques to enhance the user experience and thus the success of collaborative tagging services. We show that clustering techniques can improve the user experience of current tagging services. We first describe current limitations of tagging services, second, we give an overview of existing approaches. We then describe the algorithms we used for tag clustering and give experimental results. Finally, we explore the use of several techniques to identify semantically related tags.

@inproceedings{Begelman2006, abstract = {In this paper we discuss the use of clustering techniques to enhance the user experience and thus the success of collaborative tagging services. We show that clustering techniques can improve the user experience of current tagging services. We first describe current limitations of tagging services, second, we give an overview of existing approaches. We then describe the algorithms we used for tag clustering and give experimental results. Finally, we explore the use of several techniques to identify semantically related tags. }, added-at = {2010-05-10T21:35:18.000+0200}, author = {Begelman, Grigory and Keller, Philipp and Smadja, Frank}, bdsk-file-1 = {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}, bdsk-url-1 = {http://www.pui.ch/phred/automated_tag_clustering/automated_tag_clustering.pdf}, biburl = {https://www.bibsonomy.org/bibtex/276b741061fab004645c3119db5a17bc3/ans}, booktitle = {Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland}, date-added = {2009-08-17 11:40:57 +0200}, date-modified = {2010-01-04 09:30:08 +0100}, interhash = {ffacd9d40f6cba1aa8140f501c2a1802}, intrahash = {76b741061fab004645c3119db5a17bc3}, keywords = {clustering master search tag toVerify}, timestamp = {2011-03-22T23:02:16.000+0100}, title = {Automated Tag Clustering: Improving search and exploration in the tag space}, url = {http://www.pui.ch/phred/automated_tag_clustering/automated_tag_clustering.pdf}, urldate = {23.5.2008}, year = 2006 }