Being Diverse is Not Enough: Rethinking Diversity Evaluation to Meet Challenges of News Recommender Systems

Author:

Treuillier Celina1,Castagnos Sylvain1,Dufraisse Evan2,Brun Armelle1

Affiliation:

1. Universite de Lorraine - CNRS - LORIA - BIRD Team, France

2. CEA - LIST, France

Publisher

ACM

Reference91 articles.

1. On over-specialization and concentration bias of recommendations

2. On Unexpectedness in Recommender Systems: Or How to Better Expect the Unexpected;Adamopoulos Panagiotis;ACM Trans. Intell. Syst. Technol.,2014

3. Gediminas Adomavicius and YoungOk Kwon . 2011 . Maximizing Aggregate Recommendation Diversity: A Graph-Theoretic Approach. In Workshop on Novelty and Diversity in Recommender Systems (DiveRS 2011), held in conjunction with ACM RecSys’11. ACM, Chicago, USA, 3–10. Gediminas Adomavicius and YoungOk Kwon. 2011. Maximizing Aggregate Recommendation Diversity: A Graph-Theoretic Approach. In Workshop on Novelty and Diversity in Recommender Systems (DiveRS 2011), held in conjunction with ACM RecSys’11. ACM, Chicago, USA, 3–10.

4. Charu  C. Aggarwal . 2016. Recommender Systems - The Textbook . Springer , Berlin, Germany . 1–498 pages. Charu C. Aggarwal. 2016. Recommender Systems - The Textbook. Springer, Berlin, Germany. 1–498 pages.

5. The Welfare Effects of Social Media

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Deliberative Diversity for News Recommendations: Operationalization and Experimental User Study;Proceedings of the 17th ACM Conference on Recommender Systems;2023-09-14

2. A Multi-factorial Analysis of Polarization on Social Media;Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization;2023-06-16

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