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CinemaScreen recommender agent: combining collaborative and content-based filtering

By James Salter and Nick Antonopoulos

Abstract

<p>A film recommender agent expands and fine-tunes collaborative-filtering results according to filtered content elements - namely, actors, directors, and genres. This approach supports recommendations for newly released, previously unrated titles. Directing users to relevant content is increasingly important in today's society with its ever-growing information mass. To this end, recommender systems have become a significant component of e-commerce systems and an interesting application domain for intelligent agent technology.</p

Year: 2006
DOI identifier: 10.1109/MIS.2006.4
OAI identifier: oai:epubs.surrey.ac.uk:1979

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