Concepedia

Debiased Recommendation

Debiased Recommendation is a recommendation method that corrects for systematic biases in implicit feedback data to more accurately estimate user preferences by distinguishing true user interest from confounding factors such as popularity, position, or exposure.

42

Publications

2.7K

Citations

173

Authors

54

Institutions

Publications per year

2017–2026

41

Parents

Publications

42

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

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

Jiawei Chen, Hande Dong, Xiang Wang et al. · arXiv (Cornell University) · 2020 · 160 citations · Full text

, , +17

AutoDebias: Learning to Debias for Recommendation

2021 · 160 citations · Full text

, , +14

Recommendations as Treatments: Debiasing Learning and Evaluation

Tobias Schnabel, Adith Swaminathan, Ashudeep Singh et al. · arXiv (Cornell University) · 2016 · 143 citations · Full text

, , +16

Popularity-Opportunity Bias in Collaborative Filtering

Ziwei Zhu, Yun He, Xing Zhao et al. · 2021 · 137 citations

, , +15

1–5 of 42

Authors

173

  1. ZD
    Zhenhua Dong

    Huawei Technologies (China), China

    6 publications · 165 citations

    6

    h-index

  2. XH
    Xiuqiang He

    Huawei Technologies (China), China

    5 publications · 145 citations

    5

    h-index

  3. FF
    Fuli Feng

    University of Science and Technology of China, China

    4 publications · 826 citations

    4

    h-index

  4. JC
    Jiawei Chen

    Zhejiang University, China

    4 publications · 817 citations

    4

    h-index

  5. ZZ
    Ziwei Zhu

    Texas A&M University, United States

    4 publications · 355 citations

    4

    h-index

1–5 of 173

Institutions

54

  1. Tencent (China)

    Shenzhen, China

    7 h-index

    13 publications

    436 citations

  2. Huawei Technologies (China)

    Shenzhen, China

    6 h-index

    20 publications

    588 citations

  3. University of Science and Technology of China

    Hefei, China

    5 h-index

    20 publications

    4K citations

  4. Renmin University of China

    Beijing, China

    4 h-index

    13 publications

    421 citations

  5. Texas A&M University

    College Station, United States

    4 h-index

    16 publications

    1.6K citations

  6. Shenzhen University

    Shenzhen, China

    3 h-index

    10 publications

    336 citations

  7. Tsinghua University

    Beijing, China

    3 h-index

    10 publications

    362 citations

  8. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    62 citations

1–8 of 54

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 361 citations

    5

    h-index

  2. Proceedings of the ACM Web Conference 2022

    Conference · 3 publications · 112 citations

    3

    h-index

  3. ACM Transactions on Information Systems

    3 publications · 631 citations

    3

    h-index

  4. 2

    h-index

  5. ACM Transactions on Recommender Systems

    1 publications · 20 citations

    1

    h-index

1–5