Concepedia

Model Documentation Management

Model Documentation Management is a systematic governance practice that belongs to the class of model lifecycle oversight activities, distinguished by its focus on the creation, maintenance, and controlled dissemination of comprehensive records detailing a model’s design, development, validation, and operational parameters.

11

Publications

731

Citations

24

Authors

16

Institutions

Publications per year

2017–2026

4

Parents

Publications

11

How software engineers use documentation: the state of the practice

Timothy C. Lethbridge, Janice Singer, Andrew Forward · IEEE Software · 2003 · 338 citations

, , +17

Documentation for model transparency

Ignacio J. Martinez‐Moyano · System Dynamics Review · 2012 · 103 citations · Full text

, , +12

Documenting a Computer-Based Model

Saul I. Gass · INFORMS Journal on Applied Analytics · 1984 · 70 citations

, , +12

On code sharing and model documentation of published individual and agent-based models

Marco A. Janssen, Calvin Pritchard, Allen Lee · Environmental Modelling & Software · 2020 · 59 citations · Full text

, , +16

Aspirations and Practice of ML Model Documentation: Moving the Needle with Nudging and Traceability

Avinash Bhat, Austin Coursey, Grace Hu et al. · 2023 · 31 citations

, , +15

1–5 of 11

Authors

24

  1. SL
    Sixian Li

    Carnegie Mellon University, United States

    1 publications · 31 citations

    1

    h-index

  2. JG
    Jin Guo

    McGill University, Canada

    1 publications · 31 citations

    1

    h-index

  3. JR
    J. R. Williams

    Grassland, Soil and Water Research Laboratory, United States

    1 publications · 29 citations

    1

    h-index

  4. AL
    Allen Lee

    Arizona State University, United States

    1 publications · 59 citations

    1

    h-index

  5. SZ
    Shurui Zhou

    Carnegie Mellon University, United States

    1 publications · 31 citations

    1

    h-index

1–5 of 24

Institutions

16

  1. University of Maryland, College Park

    College Park, United States

    1 h-index

    1 publications

    70 citations

  2. National Research Council Canada

    Ottawa, Canada

    1 h-index

    1 publications

    338 citations

  3. University of Ottawa

    Ottawa, Canada

    1 h-index

    1 publications

    338 citations

  4. University of Würzburg

    Würzburg, Germany

    1 h-index

    1 publications

    12 citations

  5. University of Kassel

    Kassel, Germany

    1 h-index

    1 publications

    21 citations

  6. Argonne National Laboratory

    Lemont, United States

    1 h-index

    1 publications

    103 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    2 publications

    62 citations

  8. Vanderbilt University

    Nashville, United States

    1 h-index

    1 publications

    31 citations

1–8 of 16

Venues

  1. Global Ecology and Biogeography

    1 publications · 29 citations

    1

    h-index

  2. Journal of Advances in Modeling Earth Systems

    JAMES · 1 publications · 18 citations

    1

    h-index

  3. Environmental Modelling & Software

    1 publications · 59 citations

    1

    h-index

  4. Ecological Modelling

    1 publications · 21 citations

    1

    h-index

  5. System Dynamics Review

    1 publications · 103 citations

    1

    h-index

1–5