Concepedia

Bayesian Cognitive Modeling

Bayesian Cognitive Modeling is a cognitive modeling approach that uses Bayesian inference as the foundational mechanism for representing and updating beliefs about mental representations, thereby distinguishing itself by formalizing cognition as probabilistic reasoning over structured hypotheses given prior knowledge and observed data.

288

Publications

23.3K

Citations

602

Authors

315

Institutions

Publications per year

2017–2026

114

Parents

Publications

288

How to improve Bayesian reasoning without instruction: Frequency formats.

Gerd Gigerenzer, Ulrich Hoffrage · Psychological Review · 1995 · 2.1K citations · Full text

, , +16

Comparison of Bayesian and regression approaches to the study of information processing in judgment

Paul Slovic, Sarah Lichtenstein · Organizational Behavior and Human Performance · 1971 · 1.8K citations

, , +14

An Approximately Bayesian Delta-Rule Model Explains the Dynamics of Belief Updating in a Changing Environment

Matthew R. Nassar, Robert C. Wilson, Benjamin S. Heasly et al. · Journal of Neuroscience · 2010 · 624 citations · Full text

, , +17

Bayesian Networks : a Model of Self-Activated Memory for Evidential Reasoning

Judea Pearl · Conference Cognitive Science · 1985 · 624 citations

, , +16

Bayesian Fundamentalism or Enlightenment? On the explanatory status and theoretical contributions of Bayesian models of cognition

Matt Jones, Bradley C. Love · Behavioral and Brain Sciences · 2011 · 546 citations

, , +11

1–5 of 288

Authors

602

  1. JB
    Joshua B. Tenenbaum

    Massachusetts Institute of Technology, United States

    16 publications · 1.5K citations

    15

    h-index

  2. TL
    Thomas L. Griffiths

    University of California, Berkeley, United States

    13 publications · 489 citations

    11

    h-index

  3. EW
    Eric‐Jan Wagenmakers

    University of Amsterdam, Netherlands

    10 publications · 1.2K citations

    10

    h-index

  4. GG
    Gerd Gigerenzer

    Max Planck Institute for Human Development, Germany

    9 publications · 3.1K citations

    9

    h-index

  5. ND
    Noah D. Goodman

    Stanford University, United States

    8 publications · 460 citations

    8

    h-index

1–5 of 602

Institutions

315

  1. University College London

    London, United Kingdom

    18 h-index

    38 publications

    3.3K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    15 h-index

    24 publications

    1.5K citations

  3. University of California, Berkeley

    Berkeley, United States

    14 h-index

    19 publications

    832 citations

  4. University of California, Irvine

    Irvine, United States

    14 h-index

    25 publications

    2.1K citations

  5. University of Amsterdam

    Amsterdam, The Netherlands

    14 h-index

    27 publications

    2.3K citations

  6. Wellcome Centre for Human Neuroimaging

    London, United Kingdom

    12 h-index

    26 publications

    2.3K citations

  7. ETH Zurich

    Zurich, Switzerland

    9 h-index

    23 publications

    1.7K citations

  8. Stanford University

    Stanford, United States

    8 h-index

    8 publications

    745 citations

1–8 of 315

Venues

  1. Psychological Review

    12 publications · 3.3K citations

    12

    h-index

  2. Frontiers in Psychology

    15 publications · 561 citations

    12

    h-index

  3. eScholarship (California Digital Library)

    Repository · 12 publications · 489 citations

    11

    h-index

  4. Cognitive Science

    10 publications · 1K citations

    10

    h-index

  5. Behavioral and Brain Sciences

    BBS · 9 publications · 1.4K citations

    9

    h-index

1–5