A flexible framework for evaluating user and item fairness in recommender systems.
Yashar DeldjooVito Walter AnelliHamed ZamaniAlejandro BellogínTommaso Di NoiaPublished in: User Model. User Adapt. Interact. (2021)
Keyphrases
- recommender systems
- user preferences
- collaborative filtering
- cold start problem
- item recommendation
- cold start
- user ratings
- active user
- recommendation algorithms
- user profiles
- user model
- personalized recommendation
- matrix factorization
- user interests
- recommendation systems
- user modeling
- personal preferences
- information overload
- item based collaborative filtering
- recommendation quality
- user similarity
- information retrieval
- user profiling
- implicit feedback
- information filtering
- user modelling
- collaborative filtering recommender systems
- user defined
- relevance feedback
- long tail
- user centric
- user requirements
- user feedback
- user behavior
- user interaction
- website
- neural network