Concepedia

Explanation Satisfaction

Explanation Satisfaction is a user-centered evaluation metric in explainable recommendation systems that quantifies the extent to which generated explanations meet users' cognitive and informational needs in justifying personalized recommendations.

33

Publications

3.1K

Citations

87

Authors

44

Institutions

Publications per year

2017–2026

26

Parents

Publications

33

Explainable Recommendation a survey and new perspectives

2020 · 716 citations

, , +12

<i>Why and why not</i> explanations improve the intelligibility of context-aware intelligent systems

Brian Y. Lim, Anind K. Dey, Daniel Avrahami · 2009 · 540 citations

, , +13

Explaining Recommendations: Satisfaction vs. Promotion

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

, , +17

Explainable Reinforcement Learning Through a Causal Lens

2021 · 250 citations · Full text

, , +15

Metrics for Explainable AI: Challenges and Prospects

Robert R. Hoffman, Shane T. Mueller, Gary Klein et al. · arXiv (Cornell University) · 2018 · 220 citations · Full text

, , +12

1–5 of 33

Authors

87

  1. ST
    Shane T. Mueller

    Michigan Technological University, United States

    3 publications · 510 citations

    3

    h-index

  2. TL
    Tania Lombrozo

    University of California, Berkeley, United States

    3 publications · 74 citations

    3

    h-index

  3. MD
    Marcin Detyniecki

    Sorbonne Université, France

    2 publications · 87 citations

    2

    h-index

  4. TD
    Tim Donkers

    University of Duisburg-Essen, Germany

    2 publications · 48 citations

    2

    h-index

  5. EL
    Emily Liquin

    Princeton University, United States

    2 publications · 41 citations

    2

    h-index

1–5 of 87

Institutions

44

  1. University of Duisburg-Essen

    Essen, Germany

    3 h-index

    13 publications

    284 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    4 publications

    174 citations

  3. Sorbonne Université

    Paris, France

    2 h-index

    4 publications

    174 citations

  4. Graz University of Technology

    Graz, Austria

    2 h-index

    8 publications

    445 citations

  5. Michigan Technological University

    Houghton, United States

    2 h-index

    3 publications

    368 citations

  6. AXA (France)

    Paris, France

    2 h-index

    3 publications

    156 citations

  7. The University of Melbourne

    Melbourne, Australia

    2 h-index

    5 publications

    482 citations

  8. Sungkyunkwan University

    Seoul, South Korea

    2 h-index

    6 publications

    426 citations

1–8 of 44

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 238 citations

    3

    h-index

  2. Companion Proceedings of the Web Conference 2020

    Conference · 1 publications · 15 citations

    1

    h-index

  3. Current Directions in Psychological Science

    1 publications · 13 citations

    1

    h-index

  4. Journal of Information Systems

    1 publications · 33 citations

    1

    h-index

  5. International Joint Conference on Artificial Intelligence

    Conference · 1 publications · 75 citations

    1

    h-index

1–5