UserSimCRS: A User Simulation Toolkit for Evaluating Conversational Recommender Systems.
Jafar AfzaliAleksander Mark DrzewieckiKrisztian BalogShuo ZhangPublished in: WSDM (2023)
Keyphrases
- recommender systems
- collaborative filtering
- user preferences
- user profiles
- information overload
- user profiling
- user interface
- cold start problem
- user model
- user ratings
- recommendation quality
- matrix factorization
- user modeling
- information filtering
- user modelling
- active user
- recommendation systems
- user interests
- simulation environment
- simulation model
- collaborative filtering recommender systems
- multi modal
- user queries
- user defined
- recommendation algorithms
- user feedback
- product recommendation
- conversational agent
- user interaction
- context aware
- user similarity
- user requirements
- online dating
- compound critiques
- search engine