%0 Journal Article %1 huang2008 %A Hung, C.C. %A Huang, Y.C. %A Hsu, J.Y. %A Wu, D.K.C. %B Workshop on Intelligent Techniques for Web Personalization & Recommender Systems at AAAI2008, Chicago, Illinois %D 2008 %K recsys tag tag_profile %T Tag-Based User Profiling for Social Media Recommendation %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.

@article{huang2008, 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 = {2014-03-01T14:41:14.000+0100}, author = {Hung, C.C. and Huang, Y.C. and Hsu, J.Y. and Wu, D.K.C.}, biburl = {https://www.bibsonomy.org/bibtex/26e8f142eb28390f67bbab009ea7e4818/inmantang}, booktitle = {Workshop on Intelligent Techniques for Web Personalization \& Recommender Systems at AAAI2008, Chicago, Illinois}, ee = {https://www.aaai.org/Papers/Workshops/2008/WS-08-06/WS08-06-006.pdf}, interhash = {699213a48bbee1c9287589021e9c588f}, intrahash = {6e8f142eb28390f67bbab009ea7e4818}, keywords = {recsys tag tag_profile}, timestamp = {2014-03-01T14:41:14.000+0100}, title = {{Tag-Based User Profiling for Social Media Recommendation}}, year = 2008 }