A Probabilistic Model for the Cold-Start Problem in Rating Prediction using Click Data

ThaiBinh Nguyen, Atsuhiro Takasu

One of the most efficient methods in collaborative filtering is matrix factorization, which finds the latent vector representations of users and items based on the ratings of users…