POI Recommendation of Location-Based Social Networks Using Tensor Factorization.
Guoqiong LiaoShan JiangZhiheng ZhouChangxuan WanXiping LiuPublished in: MDM (2018)
Keyphrases
- location based social networks
- tensor factorization
- location based services
- user preferences
- user generated
- collaborative filtering
- tag recommendation
- matrix factorization
- link prediction
- recommender systems
- negative matrix factorization
- recommendation systems
- mobile devices
- social networks
- mobile users
- road network
- spatial data
- online social networks
- user interests
- social influence
- human mobility
- user behavior
- gaussian processes
- implicit feedback
- probabilistic latent semantic analysis
- singular value decomposition
- web content
- social network analysis
- visual features
- user profiles