Modeling Human Behavior With Integrated Cognitive Architectures (eBook, ePUB)

Comparison, Evaluation, and Validation
Redaktion: Gluck, Kevin A.; Pew, Richard W.

• Format: ePub

Produktbeschreibung

This book documents the accomplishments and lessons learned from the Agent-Based Modeling and Behavior Representation Model Comparison. It examines the ability of a range of integrative cognitive modelings architectures to predict human behavior in a com

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 482
• Erscheinungstermin: 21. April 2006
• Englisch
• ISBN-13: 9781135610487
• Artikelnr.: 42718788

Autorenporträt

Kevin A. Gluck (Edited by) , Richard W. Pew (Edited by)

Inhaltsangabe

Contents: Preface. Part I: Overview
Experiments
and Software.K.A. Gluck
R.W. Pew
M.J. Young
Background
Structure
and Preview of the Model Comparison. Y.J. Tenney
D.E. Diller
S. Deutsch
K. Godfrey
The AMBR Experiments: Methodology and Human Benchmark Results. S. Deutsch
D.E. Diller
B. Benyo
L. Feinerman
The Simulation Environment for the AMBR Experiments. Part II: Models of Multitasking and Category Learning.C. Lebiere
Constrained Functionality: Application of the ACT-R Cognitive Architecture to the AMBR Modeling Comparison. W. Zachary
J. Ryder
J. Stokes
F. Glenn
J-C. Le Mentec
T. Santarelli
A COGNET/iGEN Cognitive Model That Mimics Human Performance and Learning in a Simulated Work Environment. R.G. Eggleston
K.L. McCreight
M.J. Young
Distributed Cognition and Situated Behavior. R.S. Chong
R.E. Wray
Inheriting Constraint in Hybrid Cognitive Architectures: Applying the EASE Architecture to Performance and Learning in a Simplified Air Traffic Control Task. Part III: Conclusions
Lessons Learned
and Implications. D.E. Diller
K.A. Gluck
Y.J. Tenney
K. Godfrey
Comparison
Convergence
and Divergence in Models of Multitasking and Category Learning
and in the Architectures Used to Create Them. B.C. Love
In Vivo or In Vitro: Cognitive Architectures and Task-Specific Models. G.E. Campbell
A.E. Bolton
HBR Validation: Integrating Lessons Learned From Multiple Academic Disciplines
Applied Communities
and the AMBR Project. R.W. Pew
K.A. Gluck
S. Deutsch
Accomplishments
Challenges
and Future Directions for Human Behavior Representation.