A Survey of Collaborative Filtering-Based Recommender Systems for Mobile Internet Applications.

Zhe Yang Bing Wu Kan Zheng Xianbin Wang Lei Lei

Published in: IEEE Access (2016)

Keyphrases

recommender systems
collaborative filtering
matrix factorization
user preferences
mobile devices
data sparsity
cold start problem
user modeling
information filtering
mobile phone

recommendation quality
item based collaborative filtering
recommendation algorithms
recommendation systems
trust aware
information overload
user interests
user profiles
mobile agents
mobile users

mobile applications
user profiling
movie recommendation
latent factor models
probabilistic matrix factorization
mobile environments
user feedback
collaborative filtering recommender systems
mobile computing
transfer learning

collaborative filtering algorithms
context aware
user item rating
item recommendation
content based filtering
cold start
personalized recommendation
mobile networks
mobile learning