Average User-Side Counterfactual Fairness for Collaborative Filtering.
Pengyang ShaoLe WuKun ZhangDefu LianRichang HongYong LiMeng WangPublished in: ACM Trans. Inf. Syst. (2024)
Keyphrases
- collaborative filtering
- recommender systems
- user preferences
- web page recommendation
- user profiles
- matrix factorization
- recommendation systems
- deal with information overload
- user interface
- making recommendations
- active user
- product recommendation
- user specific
- data sparsity
- user ratings
- user interaction
- end users
- item recommendation
- user interests
- user experience
- content based filtering
- user model
- cold start problem
- collaborative filtering recommender systems
- relevance feedback
- recommendation quality
- user similarity
- user requirements
- cold start
- standard deviation
- user feedback
- multiple users
- personalized recommendation
- recommendation algorithms
- user input
- user centric
- query formulation