Concepedia

Explainable Recommendation Models

Explainable Recommendation Models is a class of recommender systems that, as a genus, generate personalized suggestions for users, and, as a differentia, explicitly provide interpretable justifications for their recommendations to enhance transparency, trust, and user understanding.

135

Publications

9.6K

Citations

444

Authors

190

Institutions

Publications per year

2017–2026

115

Parents

Publications

135

Explaining collaborative filtering recommendations

Jonathan L. Herlocker, Joseph A. Konstan, John Riedl · 2000 · 1.7K citations

, , +15

Explicit factor models for explainable recommendation based on phrase-level sentiment analysis

Yongfeng Zhang, Guokun Lai, Min Zhang et al. · 2014 · 799 citations

, , +16

Explainable Recommendation a survey and new perspectives

2020 · 716 citations

, , +12

Explainable Recommendation: A Survey and New Perspectives

Foundations and Trends® in Information Retrieval · 2020 · 658 citations · Full text

, , +11

How should I explain? A comparison of different explanation types for recommender systems

Fatih Gedikli, Dietmar Jannach, Mouzhi Ge · International Journal of Human-Computer Studies · 2014 · 326 citations

, , +12

1–5 of 135

Authors

444

  1. YZ
    Yongfeng Zhang

    Rutgers, The State University of New Jersey, United States

    14 publications · 1.2K citations

    12

    h-index

  2. LW
    Le Wu

    Hefei University of Technology, China

    5 publications · 279 citations

    5

    h-index

  3. LC
    Li Chen

    Hong Kong Baptist University, Hong Kong SAR China

    5 publications · 436 citations

    5

    h-index

  4. EC
    Enhong Chen

    University of Science and Technology of China, China

    4 publications · 163 citations

    4

    h-index

  5. ZF
    Zuohui Fu

    Rutgers, The State University of New Jersey, United States

    4 publications · 147 citations

    4

    h-index

1–5 of 444

Institutions

190

  1. Tsinghua University

    Beijing, China

    9 h-index

    17 publications

    5.5K citations

  2. Rutgers, The State University of New Jersey

    New Brunswick, United States

    8 h-index

    18 publications

    713 citations

  3. Hong Kong Baptist University

    Hong Kong, Hong Kong

    5 h-index

    9 publications

    402 citations

  4. Hefei University of Technology

    Hefei, China

    5 h-index

    9 publications

    347 citations

  5. The University of Queensland

    Brisbane, Australia

    4 h-index

    6 publications

    150 citations

  6. Rutgers Sexual and Reproductive Health and Rights

    Utrecht, Netherlands

    4 h-index

    12 publications

    449 citations

  7. East China Normal University

    Shanghai, China

    3 h-index

    7 publications

    220 citations

  8. Peking University

    Beijing, China

    3 h-index

    4 publications

    430 citations

1–8 of 190

Venues

  1. arXiv (Cornell University)

    Repository · 10 publications · 200 citations

    10

    h-index

  2. Knowledge-Based Systems

    10 publications · 686 citations

    10

    h-index

  3. Information Sciences

    5 publications · 122 citations

    5

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 121 citations

    4

    h-index

  5. World Wide Web

    4 publications · 179 citations

    4

    h-index

1–5