Concepedia

Bias-aware Recommendation

Bias-Aware Recommendation is a recommendation approach that explicitly identifies, models, and mitigates systematic distortions arising from data, algorithmic, or user behavioral biases to ensure fair and accurate personalization.

180

Publications

10.7K

Citations

582

Authors

239

Institutions

Publications per year

2017–2026

147

Parents

Publications

180

Are Graph Augmentations Necessary?

Junliang Yu, Hongzhi Yin, Xin Xia et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 581 citations · Full text

, , +12

Controlling Popularity Bias in Learning-to-Rank Recommendation

Himan Abdollahpouri, Robin Burke, Bamshad Mobasher · 2017 · 420 citations

, , +13

Causal Intervention for Leveraging Popularity Bias in Recommendation

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

, , +13

Item popularity and recommendation accuracy

Harald Steck · 2011 · 330 citations

, , +12

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

1–5 of 180

Authors

582

  1. ZD
    Zhenhua Dong

    Huawei Technologies (China), China

    11 publications · 454 citations

    11

    h-index

  2. XH
    Xiuqiang He

    Huawei Technologies (China), China

    8 publications · 365 citations

    8

    h-index

  3. XH
    Xiangnan He

    University of Science and Technology of China, China

    8 publications · 669 citations

    8

    h-index

  4. JC
    Jiawei Chen

    Zhejiang University, China

    7 publications · 260 citations

    7

    h-index

  5. WP
    Weike Pan

    Shenzhen University, China

    6 publications · 323 citations

    6

    h-index

1–5 of 582

Institutions

239

  1. University of Science and Technology of China

    Hefei, China

    13 h-index

    40 publications

    4.5K citations

  2. Huawei Technologies (China)

    Shenzhen, China

    10 h-index

    34 publications

    1.4K citations

  3. Tsinghua University

    Beijing, China

    10 h-index

    30 publications

    1.6K citations

  4. Tencent (China)

    Shenzhen, China

    8 h-index

    17 publications

    1.4K citations

  5. Renmin University of China

    Beijing, China

    7 h-index

    38 publications

    3.2K citations

  6. Shenzhen University

    Shenzhen, China

    6 h-index

    22 publications

    1K citations

  7. Rutgers, The State University of New Jersey

    New Brunswick, United States

    5 h-index

    24 publications

    3K citations

  8. Cornell University

    Ithaca, United States

    5 h-index

    12 publications

    836 citations

1–8 of 239

Venues

  1. arXiv (Cornell University)

    Repository · 17 publications · 448 citations

    13

    h-index

  2. 5

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 5 publications · 215 citations

    5

    h-index

  4. ACM Transactions on Information Systems

    4 publications · 51 citations

    4

    h-index

  5. SSRN Electronic Journal

    Repository · 4 publications · 134 citations

    4

    h-index

1–5