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 H. ChiMinmin ChenPublished in: CoRR (2021)
Keyphrases
- simulation study
- recommender systems
- collaborative filtering
- user preferences
- user profiles
- user model
- user modeling
- user profiling
- content providers
- cold start problem
- monte carlo
- information overload
- recommendation systems
- user interests
- user communities
- user interface
- recommendation quality
- collaborative filtering recommender systems
- user feedback
- service providers
- implicit feedback
- user ratings
- user context
- active user
- information retrieval
- multimedia data
- data processing
- end users
- website
- search engine