Concepedia

Recommendation Bias

Recommendation Bias is a systematic distortion in algorithmic content curation processes whereby user exposure to political information is skewed due to the preferential amplification of specific viewpoints, engagement-driven optimization, or platform design choices inherent in recommender systems.

132

Publications

8.1K

Citations

394

Authors

191

Institutions

Publications per year

2017–2026

110

Parents

Publications

132

Bias and Debias in Recommender System: A Survey and Future Directions

Jiawei Chen, Hande Dong, Xiang Wang et al. · ACM Transactions on Information Systems · 2022 · 607 citations

, , +17

Causal Intervention for Leveraging Popularity Bias in Recommendation

Yang Zhang, Fuli Feng, Xiangnan He et al. · 2021 · 415 citations · Full text

, , +13

Burst of the Filter Bubble?

Mario Haim, Andreas Graefe, Hans‐Bernd Brosius · Digital Journalism · 2017 · 390 citations

, , +16

How algorithmic confounding in recommendation systems increases homogeneity and decreases utility

Allison J. B. Chaney, Brandon Stewart, Barbara E. Engelhardt · 2018 · 318 citations · Full text

, , +17

What recommenders recommend: an analysis of recommendation biases and possible countermeasures

Dietmar Jannach, Lukas Lerche, Iman Kamehkhosh et al. · User Modeling and User-Adapted Interaction · 2015 · 252 citations

, , +11

1–5 of 132

Authors

394

  1. XH
    Xiangnan He

    University of Science and Technology of China, China

    8 publications · 1.4K citations

    8

    h-index

  2. JC
    Jiawei Chen

    Zhejiang University, China

    6 publications · 938 citations

    6

    h-index

  3. FF
    Fuli Feng

    University of Science and Technology of China, China

    5 publications · 1.2K citations

    5

    h-index

  4. HA
    Himan Abdollahpouri

    DePaul University, United States

    4 publications · 265 citations

    4

    h-index

  5. MB
    Marc Bourreau

    Télécom Paris, France

    3 publications · 90 citations

    3

    h-index

1–5 of 394

Institutions

191

  1. University of Science and Technology of China

    Hefei, China

    10 h-index

    30 publications

    6.1K citations

  2. Tsinghua University

    Beijing, China

    7 h-index

    15 publications

    1.4K citations

  3. University of Colorado Boulder

    Boulder, United States

    4 h-index

    7 publications

    418 citations

  4. National University of Singapore

    Singapore, Singapore

    4 h-index

    8 publications

    1.1K citations

  5. Universitat Pompeu Fabra

    Barcelona, Spain

    3 h-index

    7 publications

    211 citations

  6. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    4 publications

    132 citations

  7. University of Technology Sydney

    Sydney, Australia

    3 h-index

    7 publications

    257 citations

  8. Max Planck Institute for Software Systems

    Saarbrücken, Germany

    3 h-index

    5 publications

    191 citations

1–8 of 191

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 511 citations

    12

    h-index

  2. Information Processing & Management

    6 publications · 389 citations

    6

    h-index

  3. SSRN Electronic Journal

    Repository · 5 publications · 204 citations

    5

    h-index

  4. ACM Transactions on Information Systems

    4 publications · 670 citations

    4

    h-index

  5. Europhysics Letters (EPL)

    3 publications · 138 citations

    3

    h-index

1–5