Joint Modeling Dynamic Preferences of Users and Items Using Reviews for Sequential Recommendation.
Tianqi ShangXinxin LiXiaoyu ShiQingxian WangPublished in: PAKDD (2) (2021)
Keyphrases
- recommender systems
- user preferences
- collaborative filtering
- recommendation systems
- making recommendations
- personal preferences
- personalized services
- individual user
- user feedback
- user profiles
- information overload
- online dating
- individual preferences
- user interface
- dynamic environments
- cold start problem
- preference model
- user interaction
- information sources
- user ratings
- product recommendation
- recommendation quality
- collaborative recommendation
- demographic information
- dynamically generated
- current context
- long tail
- implicit feedback
- recommendation algorithms
- user requirements
- end users
- amazon mechanical turk
- travel information
- personal interests
- user similarity
- user specific
- user modeling
- user experience
- user behavior