Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities.
Ruohan ZhanKonstantina ChristakopoulouYa LeJayden OoiMartin MladenovAlex BeutelCraig BoutilierEd ChiMinmin ChenPublished in: WWW (2021)
Keyphrases
- simulation study
- recommender systems
- collaborative filtering
- user preferences
- user profiles
- content providers
- user model
- cold start problem
- information overload
- user feedback
- user modeling
- user interface
- user profiling
- monte carlo
- end users
- service providers
- user communities
- recommendation systems
- cold start
- database
- content based filtering
- implicit feedback
- recommendation algorithms
- user interests
- user interaction
- expert systems
- website
- databases