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אקדמי בכיר

Establishing user profiles in the mediascout recommender system

Guy Shani,Lior Rokach,Amnon Meisles, Lihi Naamani, Nischal Piratla, David Ben-Shimon

The MediaScout system is envisioned to function as personalized media (audio, video, print) service within mobile phones, online media portals, sling boxes, etc. The MediaScout recommender engine uses a novel stereotype-based recommendation engine. Upon the registration of new users the system must decide how to classify the new users to existing stereotypes. In this paper we present a method to achieve this classification through an anytime, interactive questionnaire, created automatically upon the generation of new stereotypes. A comparative study performed on the IMDB database illustrates the advantages of the new system.

שפת פרסום אנגלית
דפים 470-476
סטטוס פרסום פורסם - 01.01.2007
מספר מאמר 4221336

ASJC Scopus subject areas

Information Systems
Signal Processing
Software
Theoretical Computer Science
גישה למסמך
10.1109/CIDM.2007.368912
קבצים וקישורים אחרים
Link to publication in Scopus