Concepedia

Explanation Quality Evaluation

Explanation Quality Evaluation is a methodological construct in the field of explainable recommendation that systematically assesses the fidelity, comprehensibility, and usefulness of generated explanations to determine their effectiveness in enhancing user trust and decision-making.

149

Publications

11.6K

Citations

469

Authors

214

Institutions

Publications per year

2017–2026

114

Parents

Publications

149

Machine Learning Interpretability: A Survey on Methods and Metrics

Diogo V. Carvalho, Eduardo M. Pereira, Jaime S. Cardoso · Electronics · 2019 · 1.8K citations · Full text

, , +15

Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics

Jianlong Zhou, Amir H. Gandomi, Fang Chen et al. · Electronics · 2021 · 573 citations · Full text

, , +10

A Survey of Explanations in Recommender Systems

Nava Tintarev, Judith Masthoff · 2007 · 556 citations

, , +15

<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

Evaluating XAI: A comparison of rule-based and example-based explanations

Jasper van der Waa, Elisabeth G.I. Nieuwburg, Anita Cremers et al. · Artificial Intelligence · 2020 · 378 citations · Full text

, , +13

1–5 of 149

Authors

469

  1. JM
    Judith Masthoff

    University of Aberdeen, United Kingdom

    3 publications · 1K citations

    3

    h-index

  2. MS
    Michael Scriven

    Claremont Graduate University, United States

    3 publications · 137 citations

    3

    h-index

  3. RC
    Rémi Cadène

    Sorbonne Université, France

    3 publications · 61 citations

    3

    h-index

  4. TS
    T. Serre

    Massachusetts Institute of Technology, United States

    3 publications · 61 citations

    3

    h-index

  5. NT
    Nava Tintarev

    University of Aberdeen, United Kingdom

    3 publications · 1K citations

    3

    h-index

1–5 of 469

Institutions

214

  1. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    12 publications

    513 citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    17 publications

    1.8K citations

  3. University of Massachusetts Amherst

    Amherst Center, United States

    4 h-index

    8 publications

    244 citations

  4. Sorbonne Université

    Paris, France

    4 h-index

    7 publications

    328 citations

  5. Brown University

    Providence, United States

    4 h-index

    11 publications

    347 citations

  6. University of Aberdeen

    Aberdeen, United Kingdom

    3 h-index

    6 publications

    2.1K citations

  7. Delft University of Technology

    Delft, The Netherlands

    3 h-index

    10 publications

    1.1K citations

  8. Université Fédérale de Toulouse Midi-Pyrénées

    Toulouse, France

    3 h-index

    8 publications

    210 citations

1–8 of 214

Venues

  1. arXiv (Cornell University)

    Repository · 25 publications · 1.4K citations

    19

    h-index

  2. Cognitive Science

    3 publications · 116 citations

    3

    h-index

  3. Psychonomic Bulletin & Review

    3 publications · 100 citations

    3

    h-index

  4. Electronics

    3 publications · 2.4K citations

    3

    h-index

  5. Expert Systems with Applications

    2 publications · 81 citations

    2

    h-index

1–5