Concepedia

Model-driven Decision Support

Model-Driven Decision Support is a decision support approach that belongs to the class of knowledge-based systems in which the primary mechanism for generating recommendations or insights is a formal, often computational, model that simulates, optimizes, or analyzes decision scenarios based on defined parameters and assumptions, distinguishing it from data-driven or document-driven approaches by its reliance on explicit structural models rather than raw data patterns or textual information.

301

Publications

15.9K

Citations

870

Authors

433

Institutions

Publications per year

2017–2026

95

Parents

Publications

301

Defining Uncertainty: A Conceptual Basis for Uncertainty Management in Model-Based Decision Support

Warren E. Walker, Poul Harremoës, Joris I. Rotmans et al. · Integrated Assessment · 2003 · 2K citations · Full text

, , +15

Models and Managers: The Concept of a Decision Calculus

John D. C. Little · Management Science · 2004 · 816 citations · Full text

, , +13

Models and Managers: The Concept of a Decision Calculus

John D. C. Little · Management Science · 1970 · 789 citations

, , +13

Model-driven decision support systems: Concepts and research directions

Daniel Power, Ramesh Sharda · Decision Support Systems · 2005 · 377 citations

, , +13

Comparing Robust Decision-Making and Dynamic Adaptive Policy Pathways for model-based decision support under deep uncertainty

Jan Kwakkel, Marjolijn Haasnoot, Warren E. Walker · Environmental Modelling & Software · 2016 · 245 citations · Full text

, , +11

1–5 of 301

Authors

870

  1. DP
    Daniel Power

    University of Northern Iowa, United States

    4 publications · 703 citations

    4

    h-index

  2. TH
    Taehoon Hong

    Yonsei University, South Korea

    4 publications · 214 citations

    4

    h-index

  3. JD
    John D. C. Little

    Massachusetts Institute of Technology, United States

    4 publications · 2K citations

    4

    h-index

  4. RL
    R. L. McCown

    Commonwealth Scientific and Industrial Research Organisation, Australia

    4 publications · 398 citations

    4

    h-index

  5. ND
    Neal Dalgliesh

    Commonwealth Scientific and Industrial Research Organisation, Australia

    4 publications · 398 citations

    4

    h-index

1–5 of 870

Institutions

433

  1. Yonsei University

    Seoul, South Korea

    5 h-index

    14 publications

    660 citations

  2. Delft University of Technology

    Delft, The Netherlands

    5 h-index

    11 publications

    3.2K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    8 publications

    388 citations

  4. Wageningen University & Research

    Wageningen, The Netherlands

    4 h-index

    15 publications

    460 citations

  5. Purdue University West Lafayette

    West Lafayette, United States

    4 h-index

    9 publications

    732 citations

  6. Central South University

    Changsha, China

    4 h-index

    10 publications

    1.4K citations

  7. Decision Sciences (United States)

    Fort Walton Beach, United States

    4 h-index

    6 publications

    185 citations

  8. University of Northern Iowa

    Cedar Falls, United States

    4 h-index

    4 publications

    703 citations

1–8 of 433

Venues

  1. Decision Support Systems

    23 publications · 1.2K citations

    17

    h-index

  2. Expert Systems with Applications

    7 publications · 201 citations

    8

    h-index

  3. European Journal of Operational Research

    7 publications · 311 citations

    7

    h-index

  4. Environmental Modelling & Software

    6 publications · 649 citations

    6

    h-index

  5. Journal of Management Information Systems

    JMIS · 5 publications · 149 citations

    5

    h-index

1–5