Time-aware location sequence recommendation for cold-start mobile users.
Ting ShenHaiquan ChenWei-Shinn KuPublished in: SIGSPATIAL/GIS (2018)
Keyphrases
- cold start
- mobile users
- recommender systems
- location based services
- location dependent
- cold start problem
- collaborative filtering
- location management
- data sparsity
- mobile phone
- location privacy
- mobile environments
- mobile devices
- tag recommendation
- context aware
- mobile networks
- location information
- user context
- implicit feedback
- mobile computing
- user preferences
- mobile services
- mobile applications
- user mobility
- personalized recommendation
- access points
- information sources
- music recommendation
- user ratings
- data sparseness
- matrix factorization
- mobile agents
- recommendation algorithms
- user behavior
- information overload
- user feedback
- user interests
- mobile objects
- recommendation systems