TopicMF: Simultaneously Exploiting Ratings and Reviews for Recommendation.

Yang Bao Hui Fang Jie Zhang

Published in: AAAI (2014)

Keyphrases

collaborative filtering
online reviews
user preferences
personalized recommendation
cold start problem
recommendation algorithms
recommender systems

product reviews
cold start
product recommendation
latent factor models
user ratings
recommendation systems
rating prediction

matrix factorization
data sparsity
making recommendations
database
customer reviews
online dating
rating matrix

collaborative filtering algorithms
social context
filtering algorithm
transfer learning
user behavior
user profiles