A Survey of Collaborative Filtering-Based Recommender Systems for Mobile Internet Applications.
Zhe YangBing WuKan ZhengXianbin WangLei LeiPublished 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