Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations

Author:

Boratto Ludovico,Fenu Gianni,Marras Mirko,Medda Giacomo

Publisher

Springer International Publishing

Reference28 articles.

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3. Ashokan, A., Haas, C.: Fairness metrics and Bias mitigation strategies for rating predictions. Inf. Process. Manag. 58(5), 102646 (2021)

4. Bobadilla, J., Lara-Cabrera, R., González-Prieto, Á., Ortega, F.: DeepFair: deep learning for improving fairness in recommender systems. CoRR abs/2006.05255 (2020). https://arxiv.org/abs/2006.05255

5. Boratto, L., Fenu, G., Marras, M.: Interplay between upsampling and regularization for provider fairness in recommender systems. User Model. User Adapt. Interact. 31(3), 421–455 (2021)

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