Correcting the User Feedback-Loop Bias for Recommendation Systems.
Weishen PanSen CuiHongyi WenKun ChenChangshui ZhangFei WangPublished in: CoRR (2021)
Keyphrases
- user feedback
- recommendation systems
- user interaction
- user preferences
- relevance feedback
- recommender systems
- user profiles
- implicit feedback
- personalized recommendation
- collaborative filtering recommendation algorithm
- recommendation quality
- query disambiguation
- feedback information
- amazon mechanical turk
- relevant documents
- collaborative filtering
- recommendation algorithms
- user involvement
- explicit feedback
- social recommendation
- learning to rank
- active learning
- relational databases
- learning environment
- search engine