Debiasing the Human-Recommender System Feedback Loop in Collaborative Filtering.
Wenlong SunSami KhenissiOlfa NasraouiPatrick ShaftoPublished in: WWW (Companion Volume) (2019)
Keyphrases
- collaborative filtering
- recommender systems
- feedback loop
- matrix factorization
- cold start problem
- user preferences
- information overload
- data sparsity
- recommendation quality
- steady state
- feedback loops
- product recommendation
- implicit feedback
- user profiles
- user interests
- movie recommendation
- personalized recommendation
- information filtering
- user model
- cold start
- recommendation algorithms
- recommendation systems
- fourier series
- fuzzy cognitive maps
- single image
- netflix prize
- deal with information overload