FG-CF: Friends-aware graph collaborative filtering for POI recommendation.
Zhuo CaiGuan YuanShaojie QiaoSong QuYanmei ZhangRui BingPublished in: Neurocomputing (2022)
Keyphrases
- collaborative filtering
- user preferences
- recommender systems
- matrix factorization
- data sparsity
- recommendation systems
- personalized recommendation
- random walk
- user profiles
- latent factor models
- recommendation quality
- collaborative recommendation
- recommendation algorithms
- directed graph
- bipartite graph
- information filtering
- cold start
- collaborative filtering algorithms
- graph representation
- product recommendation
- online dating
- netflix prize
- user behavior
- item recommendation
- item based collaborative filtering
- collaborative filtering recommendation
- content based filtering
- rating matrix
- deal with information overload
- graph mining
- graph structure
- graph matching
- cold start problem
- implicit feedback
- graph databases
- graph model
- location based services
- user interests
- making recommendations
- graph theory
- transfer learning
- structured data
- website