Identifying Breakdowns in Conversational Recommender Systems using User Simulation.
Nolwenn BernardKrisztian BalogPublished in: CoRR (2024)
Keyphrases
- recommender systems
- collaborative filtering
- user preferences
- user profiles
- user modeling
- information overload
- user model
- user ratings
- user profiling
- user feedback
- implicit feedback
- recommendation quality
- user experience
- multi modal
- simulation model
- matrix factorization
- end users
- cold start problem
- user interface
- user modelling
- conversational agent
- user interests
- user requirements
- simulation models
- data sparsity
- recommendation systems
- product recommendation
- content based filtering
- trust aware
- data sets
- collaborative filtering recommender systems
- user centric
- information filtering
- user satisfaction
- user behavior
- mathematical model
- user interaction
- multi agent
- search engine