Lusifer: LLM-based User SImulated Feedback Environment for online Recommender systems.
Danial EbratLuis RuedaPublished in: CoRR (2024)
Keyphrases
- recommender systems
- user feedback
- collaborative filtering
- user preferences
- compound critiques
- implicit feedback
- user profiles
- relevance feedback
- real time
- information overload
- online environment
- user modeling
- user model
- matrix factorization
- test bed
- cold start problem
- user interaction
- feedback information
- active user
- recommendation quality
- mobile robot
- dynamic environments
- user profiling
- online services
- user requirements
- recommendation systems
- user interests
- online learning
- feedback mechanisms
- product recommendation
- visual feedback
- cold start
- internet users
- user ratings
- human users
- web search
- personalized search
- real robot
- user context
- online advertising
- end users
- virtual world
- collaborative learning