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CinemaScreen recommender agent: combining collaborative and content-based filtering

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2 Author(s)
Salter, J. ; Dept. of Comput., Surrey Univ., Guildford, UK ; Antonopoulos, N.

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.

Published in:

Intelligent Systems, IEEE  (Volume:21 ,  Issue: 1 )