Concepedia

Explanation Completeness

Explanation Completeness is a theoretical construct in robot explainability that denotes the extent to which an explanation fully accounts for all relevant aspects of a robot’s decision-making process, behavior, and underlying model mechanics, thereby distinguishing it from partial or superficial explanation frameworks within the domain of explainable artificial intelligence.

20

Publications

1.3K

Citations

50

Authors

38

Institutions

Publications per year

2017–2026

10

Parents

Publications

20

Too much, too little, or just right? Ways explanations impact end users' mental models

Todd Kulesza, Simone Stumpf, Margaret Burnett et al. · 2013 · 367 citations

, , +13

Are More Details Better? On the Norms of Completeness for Mechanistic Explanations

Carl F. Craver, David M. Kaplan · The British Journal for the Philosophy of Science · 2018 · 223 citations

, , +12

Mechanistic Abstraction

Worth Boone, Gualtiero Piccinini · Philosophy of Science · 2016 · 96 citations

, , +12

Managing the tension between opposing effects of explainability of artificial intelligence: a contingency theory perspective

Babak Abedin · Internet Research · 2021 · 68 citations · Full text

, , +12

Representative explanations for over-constrained problems

Barry O’Sullivan, Alexandre Papadopoulos, Boi Faltings et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2007 · 66 citations · Full text

, , +16

1–5 of 20

Authors

50

  1. BK
    Been Kim

    Google (United States), United States

    2 publications · 70 citations

    2

    h-index

  2. PR
    Pradeep Ravikumar

    The University of Texas at Austin, United States

    2 publications · 70 citations

    2

    h-index

  3. SÖ
    Sercan Ö. Arık

    Stanford University, United States

    2 publications · 70 citations

    2

    h-index

  4. CY
    Chih‐Kuan Yeh

    Carnegie Mellon University, United States

    2 publications · 70 citations

    2

    h-index

  5. CL
    Chunliang Li

    St. Jude Children's Research Hospital, United States

    2 publications · 70 citations

    2

    h-index

1–5 of 50

Institutions

38

  1. University of Bologna

    Bologna, Italy

    2 h-index

    2 publications

    55 citations

  2. University of Oxford

    Oxford, United Kingdom

    2 h-index

    3 publications

    80 citations

  3. Macquarie University

    Sydney, Australia

    2 h-index

    2 publications

    291 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    2 publications

    71 citations

  5. Google (United States)

    Mountain View, United States

    2 h-index

    4 publications

    175 citations

  6. Concordia University

    Montreal, Canada

    1 h-index

    4 publications

    64 citations

  7. BOKU University

    Vienna, Austria

    1 h-index

    1 publications

    23 citations

  8. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    1 h-index

    2 publications

    132 citations

1–8 of 38

Venues

  1. Artificial Intelligence

    4 publications · 193 citations

    4

    h-index

  2. Philosophy of Science

    2 publications · 123 citations

    2

    h-index

  3. Machine Learning

    2 publications · 71 citations

    2

    h-index

  4. SSRN Electronic Journal

    Repository · 1 publications · 30 citations

    1

    h-index

  5. Systematic Zoology

    1 publications · 19 citations

    1

    h-index

1–5