CinemaScreen recommender agent: Combining collaborative and content-based filtering

Directing users to relevant content is increasingly important in today's society with its ever-growing information mass. The recommender systems have become a significant component of e-commerce systems and an interesting application domain for intelligent agent technology. In collaborative filtering, a recommender agent matches a user to other users who have expressed similar preference in the past. A film recommender agent expands and fine-tunes collaborative-filtering results according to filtered content elements.