A Common Approach for Consumer and Provider Fairness in Recommendations

ACM Conference on Recommender Systems (RecSys), Late-Breaking Results

In recommender systems, fairness may concern either the consumers (end users, buyers, etc.) that receive recommendations, or the providers (producers, sellers, etc.) of the items being recommended. We have developed a common method that post-processes recommendations so as to ensure either consumer or provider fairness.