Concepedia

Recommendation Explanation Evaluation

Recommendation Explanation Evaluation is a scholarly assessment framework that systematically measures the effectiveness, interpretability, and user comprehension of explanations generated by knowledge-based recommendation systems to support transparency and trust in personalized suggestions.

53

Publications

5.4K

Citations

149

Authors

83

Institutions

Publications per year

2017–2026

37

Parents

Publications

53

Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects

Jianmo Ni, Jiacheng Li, Julian McAuley · 2019 · 1.1K citations · Full text

, , +13

A Survey of Explanations in Recommender Systems

Nava Tintarev, Judith Masthoff · 2007 · 556 citations

, , +15

Evaluating the effectiveness of explanations for recommender systems

Nava Tintarev, Judith Masthoff · User Modeling and User-Adapted Interaction · 2012 · 326 citations

, , +9

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

Explaining Recommendations: Satisfaction vs. Promotion

Mustafa Bilgic, Raymond J. Mooney · 2005 · 253 citations

, , +17

1–5 of 53

Authors

149

  1. LC
    Li Chen

    Hong Kong Baptist University, Hong Kong SAR China

    5 publications · 292 citations

    5

    h-index

  2. YZ
    Yongfeng Zhang

    Rutgers, The State University of New Jersey, United States

    5 publications · 197 citations

    5

    h-index

  3. NT
    Nava Tintarev

    University of Aberdeen, United Kingdom

    4 publications · 1.2K citations

    4

    h-index

  4. JM
    Judith Masthoff

    University of Aberdeen, United Kingdom

    3 publications · 1K citations

    3

    h-index

  5. KV
    Katrien Verbert

    KU Leuven, Belgium

    3 publications · 261 citations

    3

    h-index

1–5 of 149

Institutions

83

  1. Hong Kong Baptist University

    Hong Kong, Hong Kong

    5 h-index

    10 publications

    584 citations

  2. Rutgers, The State University of New Jersey

    New Brunswick, United States

    4 h-index

    6 publications

    214 citations

  3. University of Aberdeen

    Aberdeen, United Kingdom

    4 h-index

    7 publications

    2.2K citations

  4. KU Leuven

    Leuven, Belgium

    3 h-index

    8 publications

    722 citations

  5. University of Klagenfurt

    Klagenfurt, Austria

    3 h-index

    3 publications

    73 citations

  6. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    4 publications

    604 citations

  7. University of British Columbia

    Vancouver, Canada

    2 h-index

    2 publications

    208 citations

  8. Smithsonian Institution

    Washington, United States

    1 h-index

    1 publications

    19 citations

1–8 of 83

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 251 citations

    3

    h-index

  2. ACM Transactions on Interactive Intelligent Systems

    TIIS · 2 publications · 56 citations

    2

    h-index

  3. User Modeling and User-Adapted Interaction

    2 publications · 387 citations

    2

    h-index

  4. 2

    h-index

  5. Decision Support Systems

    1 publications · 200 citations

    1

    h-index

1–5