Counteracting User Attention Bias in Music Streaming Recommendation via Reward Modification.
Xiao ZhangSunhao DaiJun XuZhenhua DongQuanyu DaiJi-Rong WenPublished in: KDD (2022)
Keyphrases
- recommender systems
- collaborative filtering
- user preferences
- user feedback
- recommendation systems
- user modeling
- relevance feedback
- real time
- information overload
- long tail
- user profiling
- streaming data
- user model
- music recommendation
- user profiles
- user interaction
- user interface
- data streams
- collaborative recommendation
- user interests
- item recommendation
- end users
- reinforcement learning
- individual user
- online dating
- helping users
- music retrieval
- context aware mobile
- cold start
- personalized recommendation
- long run
- user satisfaction
- user experience
- user queries
- information retrieval systems
- information retrieval