Degenerate Feedback Loops in Recommender Systems.
Ray JiangSilvia ChiappaTor LattimoreAndrás GyörgyPushmeet KohliPublished in: CoRR (2019)
Keyphrases
- feedback loops
- recommender systems
- collaborative filtering
- feedback loop
- fuzzy cognitive maps
- user preferences
- trust aware
- matrix factorization
- user modeling
- information overload
- personalized recommendation
- user profiles
- recommendation quality
- cold start problem
- recommendation algorithms
- implicit feedback
- user profiling
- user model
- graph theory
- recommendation systems
- real world