%0 Conference Proceedings %1 citeulike:4652818 %A Hung, Chia-Chuan %A Huang, Yi-Ching %A Hsu, Jane Y. %A Wu, David K. %B Workshop on Intelligent Techniques for Web Personalization and Recommender Systems, AAAI 2008 %D 2008 %K dlpaws dppaws en recommender tagging %T Tag-based User Profiling for Social Media Recommendation %U http://www.aaai.org/Papers/Workshops/2008/WS-08-06/WS08-06-006.pdf %X Making recommendations for social media presents special challenges. As tagging becomes common practice at many social media sites, this research proposes a new approach to user profiling based on the tags associated with one's personal collection of contents. To utilize the social interaction implied by tagging, a personal profile can be further extended with the tags specified by one's social contacts. A tag-to-tag matrix is defined to enable collaborative filtering-style recommendations without explicit user ratings. Experiments with collections of bookmarks and the associated tags from 42,463 users are presented and compared using the different views.

@proceedings{citeulike:4652818, abstract = {{Making recommendations for social media presents special challenges. As tagging becomes common practice at many social media sites, this research proposes a new approach to user profiling based on the tags associated with one's personal collection of contents. To utilize the social interaction implied by tagging, a personal profile can be further extended with the tags specified by one's social contacts. A tag-to-tag matrix is defined to enable collaborative filtering-style recommendations without explicit user ratings. Experiments with collections of bookmarks and the associated tags from 42,463 users are presented and compared using the different views.}}, added-at = {2018-03-19T12:24:51.000+0100}, author = {Hung, Chia-Chuan and Huang, Yi-Ching and Hsu, Jane Y. and Wu, David K.}, biburl = {https://www.bibsonomy.org/bibtex/21ed572af39348de55eab5b4639520a73/aho}, booktitle = {Workshop on Intelligent Techniques for Web Personalization and Recommender Systems, AAAI 2008}, citeulike-article-id = {4652818}, citeulike-linkout-0 = {http://www.aaai.org/Papers/Workshops/2008/WS-08-06/WS08-06-006.pdf}, citeulike-linkout-1 = {http://www.aaai.org/Library/Workshops/2008/ws08-06-006.php}, interhash = {699213a48bbee1c9287589021e9c588f}, intrahash = {1ed572af39348de55eab5b4639520a73}, keywords = {dlpaws dppaws en recommender tagging}, posted-at = {2009-07-14 02:09:58}, priority = {2}, timestamp = {2018-03-19T12:24:51.000+0100}, title = {{Tag-based User Profiling for Social Media Recommendation}}, url = {http://www.aaai.org/Papers/Workshops/2008/WS-08-06/WS08-06-006.pdf}, year = 2008 }