Towards a Fair Marketplace: Counterfactual Evaluation of the trade-off between Relevance, Fairness & Satisfaction in Recommendation Systems.
Rishabh MehrotraJames McInerneyHugues BouchardMounia LalmasFernando DiazPublished in: CIKM (2018)
Keyphrases
- recommendation systems
- trade off
- collaborative filtering
- user modeling
- user preferences
- recommender systems
- resource allocation
- user feedback
- social recommendation
- machine learning
- information retrieval
- supervised learning
- pattern mining
- relevance judgments
- relevance assessments
- collaborative filtering recommendation algorithm