Concepedia

Model-based Reasoning

Model-Based Reasoning is a formal reasoning paradigm in expert systems that relies on an explicit, computational representation of the principles governing a physical or conceptual system to generate and justify inferences through simulation and abductive or diagnostic analysis, distinguishing it from heuristic or data-driven reasoning by its foundation in structural and behavioral models.

624

Publications

32.6K

Citations

1.5K

Authors

572

Institutions

Publications per year

2017–2026

100

Variants

Mbr

Parents

Publications

624

Logic in computer science: modelling and reasoning about systems

Choice Reviews Online · 2005 · 875 citations

, , +11

Models and Managers: The Concept of a Decision Calculus

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

, , +13

Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference.

Henry E. Kyburg, Judea Pearl · The Journal of Philosophy · 1991 · 810 citations

, , +15

Models and Managers: The Concept of a Decision Calculus

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

, , +13

Qualitative reasoning: Modeling and simulation with incomplete knowledge

Benjamin Kuipers · Automatica · 1989 · 678 citations

, , +13

1–5 of 624

Authors

1.5K

  1. PN
    P. N. Johnson‐Laird

    Princeton University, United States

    8 publications · 741 citations

    8

    h-index

  2. JT
    Jan Treur

    Vrije Universiteit Amsterdam, Netherlands

    7 publications · 158 citations

    7

    h-index

  3. YI
    Yumi Iwasaki

    Stanford University, United States

    5 publications · 157 citations

    5

    h-index

  4. FW
    Franz Wotawa

    Graz University of Technology, Austria

    5 publications · 122 citations

    5

    h-index

  5. RM
    Ruth M. J. Byrne

    Trinity College Dublin, Ireland

    5 publications · 458 citations

    5

    h-index

1–5 of 1.5K

Institutions

572

  1. Stanford University

    Stanford, United States

    13 h-index

    22 publications

    703 citations

  2. Radboud University Nijmegen

    Nijmegen, The Netherlands

    9 h-index

    20 publications

    575 citations

  3. University of Amsterdam

    Amsterdam, The Netherlands

    8 h-index

    19 publications

    1.7K citations

  4. University of Maryland, College Park

    College Park, United States

    8 h-index

    10 publications

    295 citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    7 h-index

    11 publications

    1.2K citations

  6. Vanderbilt University

    Nashville, United States

    7 h-index

    12 publications

    599 citations

  7. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    7 h-index

    19 publications

    328 citations

  8. The University of Texas at Austin

    Austin, United States

    7 h-index

    13 publications

    936 citations

1–8 of 572

Venues

  1. Artificial Intelligence

    14 publications · 1.2K citations

    14

    h-index

  2. arXiv (Cornell University)

    Repository · 10 publications · 487 citations

    10

    h-index

  3. Expert Systems with Applications

    9 publications · 286 citations

    9

    h-index

  4. Decision Support Systems

    8 publications · 350 citations

    8

    h-index

  5. PubMed

    Repository · 8 publications · 302 citations

    8

    h-index

1–5