Measuring Recommender System Effects with Simulated Users.
Sirui YaoYoni HalpernNithum ThainXuezhi WangKang LeeFlavien ProstEd H. ChiJilin ChenAlex BeutelPublished in: CoRR (2021)
Keyphrases
- recommender systems
- collaborative filtering
- user profiles
- online dating
- information overload
- user modeling
- product recommendation
- active user
- cold start problem
- user preferences
- user interests
- neural network
- information filtering
- user satisfaction
- matrix factorization
- recommendation systems
- test bed
- end users
- user ratings
- social media
- web portal
- cold start
- user interface
- trust aware
- collaborative recommender systems
- content based filtering
- novice users
- data sparsity
- user centric
- mobile applications
- website