Identifying Breakdowns in Conversational Recommender Systems using User Simulation.
Nolwenn BernardKrisztian BalogPublished in: CUI (2024)
Keyphrases
- recommender systems
- collaborative filtering
- user preferences
- user profiles
- user modeling
- information overload
- user profiling
- recommendation quality
- user model
- user modelling
- recommendation systems
- cold start problem
- multi modal
- conversational agent
- information filtering
- user interface
- product recommendation
- user interests
- matrix factorization
- user context
- active user
- cold start
- collaborative filtering recommender systems
- user ratings
- recommendation algorithms
- user feedback
- implicit feedback
- conversational agents
- user similarity
- user experience
- online dating
- search engine