Personalized point-of-interest recommendation by mining users' preference transition.
Xin LiuYong LiuKarl AbererChunyan MiaoPublished in: CIKM (2013)
Keyphrases
- personal preferences
- recommender systems
- user preferences
- collaborative filtering
- user profiles
- personalized services
- individual user
- product recommendation
- web personalization
- personalized information
- recommendation systems
- user modeling
- personalized recommendation
- user specific
- information overload
- user feedback
- online dating
- user oriented
- information filtering
- end users
- user interests
- user model
- web mining
- user interface
- web logs
- user centric
- data mining
- individual preferences
- helping users
- user behavior
- user ratings
- context aware
- news recommendation
- user centered
- user context
- online video
- data sparsity
- usage data
- user profiling
- text mining
- personalized search
- cold start
- implicit feedback
- recommendation algorithms
- user requirements
- log data
- content based filtering
- collaborative recommendation
- information services
- user interaction
- social media
- social networks