Collaborative Filtering with Social Local Models

Huan Zhao, Quanming Yao, James T. Kwok +1

Matrix Factorization (MF) is a very popular method for recommendation systems. It assumes that the underneath rating matrix is low-rank. However, this assumption can be too restric…