Concepedia

Ai System Documentation

AI System Documentation is a formal record that belongs to the category of technical and governance artifacts in artificial intelligence, distinguished by its comprehensive specification of an AI system's design, development, deployment, operational parameters, performance metrics, ethical considerations, and compliance measures to ensure transparency, accountability, and reproducibility throughout its lifecycle.

39

Publications

4.9K

Citations

182

Authors

65

Institutions

Publications per year

2017–2026

33

Parents

Publications

39

International evaluation of an AI system for breast cancer screening

Scott Mayer McKinney, Marcin Sieniek, Varun Godbole et al. · Nature · 2020 · 3.1K citations · Full text

, , +16

Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI

Mahima Pushkarna, Andrew Zaldivar, Oddur Kjartansson · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 183 citations · Full text

, , +16

What's Next for AI Ethics, Policy, and Governance? A Global Overview

Daniel Schiff, Justin B. Biddle, Jason Borenstein et al. · Proceedings of the AAAI/ACM Conference on AI Ethics and Society · 2020 · 168 citations · Full text

, , +17

The role of explainable AI in the context of the AI Act

Cecilia Panigutti, Ronan Hamon, Isabelle Hupont et al. · 2023 · 128 citations · Full text

, , +17

Z-Inspection<sup>®</sup>: A Process to Assess Trustworthy AI

Roberto V. Zicari, John Brodersen, James Brusseau et al. · IEEE Transactions on Technology and Society · 2021 · 121 citations · Full text

, , +14

1–5 of 39

Authors

182

  1. IH
    Isabelle Hupont

    Instituto Tecnológico de Aragón, Spain

    3 publications · 175 citations

    3

    h-index

  2. JP
    Jan Philip Wahle

    University of Göttingen, Germany

    2 publications · 26 citations

    2

    h-index

  3. AZ
    Andrew Zaldivar

    University of California, Irvine, United States

    2 publications · 199 citations

    2

    h-index

  4. JB
    Justin B. Biddle

    Georgia Institute of Technology, United States

    2 publications · 193 citations

    2

    h-index

  5. BK
    Bran Knowles

    Lancaster University, United Kingdom

    2 publications · 93 citations

    2

    h-index

1–5 of 182

Institutions

65

  1. Google (United States)

    Mountain View, United States

    4 h-index

    14 publications

    25.4K citations

  2. Joint Research Center

    Seville, Spain

    3 h-index

    10 publications

    765 citations

  3. Joint Research Centre

    Ispra, Italy

    3 h-index

    8 publications

    606 citations

  4. Illinois Institute of Technology

    Chicago, United States

    2 h-index

    2 publications

    193 citations

  5. Stanford Health Care

    Stanford, United States

    2 h-index

    7 publications

    3.9K citations

  6. Google (United Kingdom)

    London, United Kingdom

    2 h-index

    4 publications

    9.6K citations

  7. National Research Council Canada

    Ottawa, Canada

    2 h-index

    2 publications

    26 citations

  8. Lancaster University

    Lancaster, United Kingdom

    2 h-index

    2 publications

    93 citations

1–8 of 65

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 74 citations

    4

    h-index

  2. Journal of the American Medical Informatics Association

    JAMIA · 2 publications · 226 citations

    2

    h-index

  3. Medical Teacher

    1 publications · 22 citations

    1

    h-index

  4. 1

    h-index

  5. Communications of the Association for Information Systems

    CAIS · 1 publications · 11 citations

    1

    h-index

1–5