A novel approach to solve the sparsity problem in collaborative filtering.

Jia Zhou Tiejian Luo

Published in: ICNSC (2010)

Keyphrases

collaborative filtering
data sparsity
deal with information overload
recommender systems
matrix factorization
data sets
high dimensional
mathematical programming
multiscale
probabilistic model
user preferences
cold start problem
tensor factorization