Recommendations with minimum exposure guarantees: A post-processing framework

Ramon Lopes, Rodrigo Alves, Antoine Ledent, Rodrygo L. T. Santos, Marius Kloft

Abstract: Highlights•A novel integer linear programming model to produce fair recommendation lists.•Our post processing approach provides minimum exposure guarantees.•We introduce and analyze two fairness raking-based constraints.•We attest the effectiveness of our model using real-world datasets.