Implementing a Commercial-Strength Parallel Hybrid Movie Recommendation Engine
Emmanouil Amolochitis, Ioannis T. Christou, Zheng‐Hua Tan · IEEE Intelligent Systems · 2014
AMORE is a hybrid recommendation system that provides movie recommendations for a major triple-play services provider in Greece. Combined with our own implementations of several user-, item-, and content-based recommendation algorithms, AMORE significantly outperforms other state-of-the-art implementations both in solution quality and response time. AMORE currently serves daily recommendation requests for all active subscribers of the provider's video-on-demand services and has contributed to an increase of rental profits and customer retention.