TY - JOUR
T1 - Implementing a Commercial-Strength Parallel Hybrid Movie Recommendation Engine
AU - Amolochitis, Emmanouil
AU - Christou, Ioannis T.
AU - Tan, Zheng-Hua
PY - 2014
Y1 - 2014
N2 - 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.
AB - 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.
U2 - 10.1109/MIS.2014.23
DO - 10.1109/MIS.2014.23
M3 - Journal article
SN - 1541-1672
VL - 29
SP - 92
EP - 96
JO - I E E E Intelligent Systems
JF - I E E E Intelligent Systems
IS - 2
ER -