Beyond Parity: Fairness Objectives for Collaborative Filtering.
Sirui YaoBert HuangPublished in: CoRR (2017)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- recommendation systems
- resource allocation
- multiple objectives
- user preferences
- data sparsity
- personalized recommendation
- active user
- cold start problem
- error correction
- deal with information overload
- game theory
- user profiles
- user ratings
- machine learning
- similarity measure