ICWSM || Poster || Personalized Tag Recommendations via Tagging and Content-based Similarity Metrics Export

@inproceedings{citeulike:1220142, abstract = {This short paper describes a novel technique for generating personalized tag recommendations for users of social book- marking sites such as del.icio.us. Existing techniques recom- mend tags on the basis of their popularity among the group of all users; on the basis of recent use; or on the basis of simple heuristics to extract keywords from the url being tagged. Our method is designed to complement these approaches, and is based on recommending tags from urls that are similar to the one in question, according to two distinct similarity metrics, whose principal utility covers complementary cases.}, author = {Byde, Andrew and Wan, Hui and Cayzer, Steve}, citeulike-article-id = {1220142}, citeulike-linkout-0 = {http://www.icwsm.org/papers/paper47.html}, day = {26-28}, keywords = {collaborative-filtering, recommender, social-bookmarking, tagging}, month = {March}, posted-at = {2007-04-11 10:56:14}, priority = {5}, title = {ICWSM || Poster || Personalized Tag Recommendations via Tagging and Content-based Similarity Metrics}, url = {http://www.icwsm.org/papers/paper47.html}, year = {2007} }

TY - CONF ID - citeulike:1220142 L3 - citeulike-article-id:1220142 N2 - This short paper describes a novel technique for generating personalized tag recommendations for users of social book- marking sites such as del.icio.us. Existing techniques recom- mend tags on the basis of their popularity among the group of all users; on the basis of recent use; or on the basis of simple heuristics to extract keywords from the url being tagged. Our method is designed to complement these approaches, and is based on recommending tags from urls that are similar to the one in question, according to two distinct similarity metrics, whose principal utility covers complementary cases. TI - ICWSM || Poster || Personalized Tag Recommendations via Tagging and Content-based Similarity Metrics KW - collaborative-filtering KW - recommender KW - social-bookmarking KW - tagging AU - Byde, Andrew AU - Wan, Hui AU - Cayzer, Steve PY - 2007/03/26-28/ UR - http://www.icwsm.org/papers/paper47.html ER -