Concepedia

Exposure Fairness

Exposure Fairness is a normative principle in multi-stakeholder recommendation systems that allocates visibility opportunities among items or content providers according to a predefined criterion of equitable representation, thereby ensuring that marginalized or less popular entities receive a fair chance of being seen relative to dominant ones.

8

Publications

263

Citations

39

Authors

23

Institutions

Publications per year

2017–2026

8

Parents

Publications

8

A Graph-Based Approach for Mitigating Multi-Sided Exposure Bias in Recommender Systems

Masoud Mansoury, Himan Abdollahpouri, Mykola Pechenizkiy et al. · ACM Transactions on Information Systems · 2021 · 66 citations · Full text

, , +15

Joint Multisided Exposure Fairness for Recommendation

Haolun Wu, Bhaskar Mitra, Chen Ma et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 48 citations

, , +9

FaiRIR: Mitigating Exposure Bias From Related Item Recommendations in Two-Sided Platforms

Abhisek Dash, Abhijnan Chakraborty, Saptarshi Ghosh et al. · IEEE Transactions on Computational Social Systems · 2022 · 36 citations

, , +17

Evaluation Measures of Individual Item Fairness for Recommender Systems: A Critical Study

Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al. · ACM Transactions on Recommender Systems · 2023 · 33 citations · Full text

, , +16

Pairwise Fairness in Ranking as a Dissatisfaction Measure

Alessandro Fabris, Gianmaria Silvello, Gian Antonio Susto et al. · 2023 · 25 citations · Full text

, , +13

1–5 of 8

Authors

39

  1. QD
    Qiang Dong

    University of Electronic Science and Technology of China, China

    1 publications · 16 citations

    1

    h-index

  2. QL
    Qian Li

    University of Technology Sydney, Australia

    1 publications · 24 citations

    1

    h-index

  3. TR
    Tuukka Ruotsalo

    University of Helsinki, Finland

    1 publications · 33 citations

    1

    h-index

  4. JL
    Jiayu Li

    Tianjin University, China

    1 publications · 21 citations

    1

    h-index

  5. CL
    Christina Lioma

    University of Copenhagen, Denmark

    1 publications · 33 citations

    1

    h-index

1–5 of 39

Institutions

23

  1. Amsterdam University of the Arts

    Amsterdam, The Netherlands

    1 h-index

    2 publications

    38 citations

  2. Indian Institute of Technology Kharagpur

    Kharagpur, India

    1 h-index

    3 publications

    108 citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    1 h-index

    2 publications

    32 citations

  4. Google (Canada)

    Waterloo, Canada

    1 h-index

    1 publications

    48 citations

  5. McGill University

    Montreal, Canada

    1 h-index

    2 publications

    96 citations

  6. Education University of Hong Kong

    Tai Po, Hong Kong

    1 h-index

    1 publications

    24 citations

  7. Max Planck Institute for Software Systems

    Saarbrücken, Germany

    1 h-index

    1 publications

    36 citations

  8. City University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    48 citations

1–8 of 23

Venues

  1. 2

    h-index

  2. ACM Transactions on Information Systems

    3 publications · 100 citations

    2

    h-index

  3. IEEE Access

    1 publications · 16 citations

    1

    h-index

  4. ACM Transactions on Recommender Systems

    1 publications · 33 citations

    1

    h-index

  5. 1

    h-index

1–5