Tag-based User Profiling for Social Media Recommendation Export

@proceedings{Hung2008, 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.}, author = {Hung, Chia-Chuan and Huang, Yi-Ching and Hsu, Jane Y. and Wu, David K.}, booktitle = {Workshop on Intelligent Techniques for Web Personalization and Recommender Systems, AAAI 2008}, citeulike-article-id = {4652818}, citeulike-linkout-0 = {http://www.aaai.org/Library/Workshops/2008/ws08-06-006.php}, keywords = {delicious, profiling, recommender, socialmedia, tagging}, posted-at = {2009-05-28 07:28:52}, priority = {0}, title = {Tag-based User Profiling for Social Media Recommendation}, url = {http://www.aaai.org/Library/Workshops/2008/ws08-06-006.php}, year = {2008} }

TY - CONF ID - Hung2008 L3 - citeulike-article-id:4652818 N2 - 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. TI - Tag-based User Profiling for Social Media Recommendation T2 - Workshop on Intelligent Techniques for Web Personalization and Recommender Systems, AAAI 2008 KW - delicious KW - profiling KW - recommender KW - socialmedia KW - tagging AU - Hung, Chia-Chuan AU - Huang, Yi-Ching AU - Hsu, Jane AU - Wu, David PY - 2008/// UR - http://www.aaai.org/Library/Workshops/2008/ws08-06-006.php ER -