RACOFI: A Rule-Applying Collaborative Filtering System Export

@inproceedings{citeulike:625582, abstract = {In this paper we give an overview of the RACOFI (Rule-Applying Collaborative Filtering) multidimensional rating system and its related technologies. This will be exemplified with RACOFI Music, an implemented collaboration agent that assists on-line users in the rating and recommendation of audio (Learning) Objects. It lets users rate contemporary Canadian music in the five dimensions of impression, lyrics, music, originality, and production. The collaborative filtering algorithms STI Pearson, STIN2, and the Per Item Average algorithms are then employed together with RuleML-based rules to recommend music objects that best match user queries. RACOFI has been on-line since August 2003 at http://racofi.elg.ca.}, author = {Anderson, Michelle and Ball, Marcel and Boley, Harold and Greene, Stephen and Howse, Nancy and Lemire, Daniel and Mcgrath, Sean}, booktitle = {COLA}, citeulike-article-id = {625582}, citeulike-linkout-0 = {http://www.daniel-lemire.com/fr/abstracts/COLA2003.html}, keywords = {cf, collaborativefiltering, informationretrieval, recommendation, recommendations, ruleml}, posted-at = {2006-05-12 19:57:55}, priority = {0}, title = {RACOFI: A Rule-Applying Collaborative Filtering System}, url = {http://www.daniel-lemire.com/fr/abstracts/COLA2003.html}, year = {2003} }

TY - CONF ID - citeulike:625582 L3 - citeulike-article-id:625582 N2 - In this paper we give an overview of the RACOFI (Rule-Applying Collaborative Filtering) multidimensional rating system and its related technologies. This will be exemplified with RACOFI Music, an implemented collaboration agent that assists on-line users in the rating and recommendation of audio (Learning) Objects. It lets users rate contemporary Canadian music in the five dimensions of impression, lyrics, music, originality, and production. The collaborative filtering algorithms STI Pearson, STIN2, and the Per Item Average algorithms are then employed together with RuleML-based rules to recommend music objects that best match user queries. RACOFI has been on-line since August 2003 at http://racofi.elg.ca. TI - RACOFI: A Rule-Applying Collaborative Filtering System T2 - COLA KW - cf KW - collaborativefiltering KW - informationretrieval KW - recommendation KW - recommendations KW - ruleml AU - Anderson, Michelle AU - Ball, Marcel AU - Boley, Harold AU - Greene, Stephen AU - Howse, Nancy AU - Lemire, Daniel AU - Mcgrath, Sean PY - 2003/// UR - http://www.daniel-lemire.com/fr/abstracts/COLA2003.html ER -