Yung-Yin Lo

Temporal Matrix Factorization for Tracking Concept Drift in Individual User Preferences

2015 · arXiv (Cornell University)

The matrix factorization (MF) technique has been widely adopted for solving the rating prediction problem in recommender systems. The MF technique utilizes the latent factor model to obtain static user preferences (user latent vectors) and …