User-Regulation Deconfounded Conversational Recommender System with Bandit Feedback.
Yu XiaJunda WuTong YuSungchul KimRyan A. RossiShuai LiPublished in: KDD (2023)
Keyphrases
- recommender systems
- user feedback
- user preferences
- collaborative filtering
- user profiles
- implicit feedback
- relevance feedback
- feedback mechanisms
- compound critiques
- recommendation quality
- multi modal
- user model
- user interface
- user interests
- information overload
- user input
- conversational agent
- recommendation systems
- online dating
- human communication
- product recommendation
- feedback information
- user profiling
- query formulation
- information filtering
- matrix factorization
- user behavior
- user interaction
- personalized recommendation
- user ratings
- recommendation algorithms
- user modeling
- cold start
- social networks
- collaborative recommendation
- user experience
- cognitive effort
- image retrieval