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Modeling Human Behavior With Integrated Cognitive Architectures Comparison Evaluation and Validation 1st Edition by Kevin Gluck, Richard Pew ISBN 9781135610487 1135610487

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Modeling Human Behavior With Integrated Cognitive Architectures Comparison Evaluation and Validation Kevin A. Gluck Digital Instant Download

Author(s): Kevin A. Gluck; Richard W. Pew
ISBN(s): 9781410613257, 1410613259
Edition: Har/Cdr
File Details: PDF, 3.82 MB
Year: 2005
Language: english
SKU: EB-1707898 Category: Tags: ,

Modeling Human Behavior With Integrated Cognitive Architectures Comparison Evaluation and Validation 1st Edition by Kevin Gluck, Richard Pew – Ebook PDF Instant Download/Delivery: 9781135610487 ,1135610487
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Product details:
ISBN 10: 1135610487
ISBN 13: 9781135610487
Author: Kevin Gluck, Richard Pew

Resulting from the need for greater realism in models of human and organizational behavior in military simulations, there has been increased interest in research on integrative models of human performance, both within the cognitive science community generally, and within the defense and aerospace industries in particular. This book documents accomplishments and lessons learned in a multi-year project to examine the ability of a range of integrated cognitive modeling architectures to explain and predict human behavior in a common task environment that requires multi-tasking and concept learning. This unique project, called the Agent-Based Modeling and Behavior Representation (AMBR) Model Comparison, involved a series of human performance model evaluations in which the processes and performance levels of computational cognitive models were compared to each other and to human operators performing the identical tasks. In addition to quantitative data comparing the performance of the models and real human performance, the book also presents a qualitatively oriented discussion of the practical and scientific considerations that arise in the course of attempting this kind of model development and validation effort. The primary audiences for this book are people in academia, industry, and the military who are interested in explaining and predicting complex human behavior using computational cognitive modeling approaches. The book should be of particular interest to individuals in any sector working in Psychology, Cognitive Science, Artificial Intelligence, Industrial Engineering, System Engineering, Human Factors, Ergonomics and Operations Research. Any technically or scientifically oriented professional or student should find the material fully accessible without extensive mathematical background.

Modeling Human Behavior With Integrated Cognitive Architectures Comparison Evaluation and Validation 1st Edition Table of contents:

Part I Overview, Experiments, and Software

Chapter 1 Background, Structure, and Preview of the Model Comparison

Chapter 2 The AMBR Experiments: Methodology and Human Benchmark Results

Chapter 3 The Simulation Environment for the AMBR Experiments

Part II Models of Multitasking and Category Learning

Chapter 4 Constrained Functionality: Application of the ACT-R Cognitive Architecture to the AMBR Modeling Comparison

Chapter 5 A COGNET/iGEN Cognitive Model That Mimics Human Performance and Learning in a Simulated Work Environment

Chapter 6 Distributed Cognition and Situated Behavior

Chapter 7 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

Chapter 8 Comparison, Convergence, and Divergence in Models of Multitasking and Category Learning, and in the Architectures Used to Create Them

Chapter 9 In Vivo or In Vitro: Cognitive Architectures and Task-Specific Models

Chapter 10 HBR Validation: Integrating Lessons Learned From Multiple Academic Disciplines, Applied Communities, and the AMBR Project

Chapter 11 Accomplishments, Challenges, and Future Directions for Human Behavior Representation

Author Index

Subject Index

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