Regulating Group Exposure for Item Providers in Recommendation

Author:

Marras Mirko1,Boratto Ludovico1,Ramos Guilherme2,Fenu Gianni1

Affiliation:

1. University of Cagliari, Cagliari, Italy

2. University of Lisbon, Lisbon, Portugal

Publisher

ACM

Reference20 articles.

1. A. Biega , K. P. Gummadi , and G. Weikum . 2018 . Equity of Attention: Amortizing Individual Fairness in Rankings. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018 , Ann Arbor, MI, USA, July 08--12 , 2018 . ACM, 405--414. https://doi.org/10.1145/3209978.3210063 10.1145/3209978.3210063 A. Biega, K. P. Gummadi, and G. Weikum. 2018. Equity of Attention: Amortizing Individual Fairness in Rankings. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08--12, 2018. ACM, 405--414. https://doi.org/10.1145/3209978.3210063

2. Interplay between upsampling and regularization for provider fairness in recommender systems

3. R. Burke . 2017. Multisided Fairness for Recommendation. CoRR , Vol. abs/ 1707 .00093 ( 2017 ). arxiv: 1707.00093 http://arxiv.org/abs/1707.00093 R. Burke. 2017. Multisided Fairness for Recommendation. CoRR, Vol. abs/1707.00093 (2017). arxiv: 1707.00093 http://arxiv.org/abs/1707.00093

4. J. Carbonell and J. Goldstein . 1998. The use of MMR, diversity-based reranking for reordering documents and producing summaries . In Proc. of the ACM SIGIR Conference on Research and Development in Information Retrieval. 335--336 . J. Carbonell and J. Goldstein. 1998. The use of MMR, diversity-based reranking for reordering documents and producing summaries. In Proc. of the ACM SIGIR Conference on Research and Development in Information Retrieval. 335--336.

5. D. Dess ` i, G. Fenu , M. Marras, and D. Recupero Reforgiato. 2018 . Coco : Semantic-enriched collection of online courses at scale with experimental use cases. In World Conference on Information Systems and Technologies. Springer , 1386--1396. D. Dess`i, G. Fenu, M. Marras, and D. Recupero Reforgiato. 2018. Coco: Semantic-enriched collection of online courses at scale with experimental use cases. In World Conference on Information Systems and Technologies. Springer, 1386--1396.

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