Intelligent Services for Personalized Digital Libraries

@article{citeulike:1429582, abstract = {Content-based recommenders analyze documents previously rated by a target user, and build a profile exploited to recommend new interesting documents. One of the main limitations of traditional keyword-based approaches is that they are unable to capture the semantics of the user interests, due to the natural language ambiguity. We developed a semantic recommender system, called ITem Recommender, able to disambiguate documents before using them to learn the user profile. The Conference Participant Advisor service relies on the profiles learned by ITem Recommender to build a personalized conference program, in which relevant talks are highlighted according to the participant’s interests}, author = {Semeraro, Giovanni and Basile, Pierpaolo and Degemmis, Marco and Lops, Pasquale }, citeulike-article-id = {1429582}, journal = {DELOS 2007}, keywords = {personal\_digital\_libraries, personalization, user-profiles, wordnet}, posted-at = {2007-07-02 23:25:52}, priority = {2}, title = {Intelligent Services for Personalized Digital Libraries}, url = {http://146.48.87.21/OLP/UI/1.0/Disseminate/11834149845C0qDVXROd/a221183414984Yrf7jMM1}, year = {2007} }

TY - JOUR ID - citeulike:1429582 L3 - citeulike-article-id:1429582 TI - Intelligent Services for Personalized Digital Libraries JF - DELOS 2007 N2 - Content-based recommenders analyze documents previously rated by a target user, and build a profile exploited to recommend new interesting documents. One of the main limitations of traditional keyword-based approaches is that they are unable to capture the semantics of the user interests, due to the natural language ambiguity. We developed a semantic recommender system, called ITem Recommender, able to disambiguate documents before using them to learn the user profile. The Conference Participant Advisor service relies on the profiles learned by ITem Recommender to build a personalized conference program, in which relevant talks are highlighted according to the participant’s interests KW - personal_digital_libraries KW - personalization KW - user-profiles KW - wordnet AU - Semeraro, Giovanni AU - Basile, Pierpaolo AU - Degemmis, Marco AU - Lops, Pasquale PY - 2007/// UR - http://146.48.87.21/OLP/UI/1.0/Disseminate/11834149845C0qDVXROd/a221183414984Yrf7jMM1 ER -