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