A simple hybrid movie recommender system is described that combines content based and collaborative modelling and provides an explanation for increased user acceptance. The system uses rating data from the Netflix database which is linked to content information from the Internet Movie Database. In order to provide the user with insight into the reasoning behind a recommendation, the system creates an HTML page with a detailed explanation. Performance results are presented as well as a discussion on future improvements.
A simple hybrid movie recommender system