Modeling Human Behavior With Integrated Cognitive Architectures: Comparison, Evaluation, and Validation...

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Kevin A. Gluck Richard W. Pew

Modeling Human Behavior With Integrated Cognitive Architectures

Comparison, Evaluation, and Validation

Kevin A. Gluck, Richard W. Pew

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English

Psychology Press
20 July 2005

Artificial intelligence

The Air Force Research Laboratory and the Office of Naval Research funded a multi-year project with several objectives:

to build computer models that would allow comparisons to be made between humans and machines performing the same tasks - specifically, multiple task management and attention sharing within Air Traffic Control system;

to see how well these models would perform in different task scenarios;

to build a standard modeling architecture so that components could be added to the basic model by research laboratories all over the world; and

to incorporate an Al system within the computer models that will allow the systems to learn from their tasks. This book summarizes the results of four years of collaborative research within this project. Its publication accomplishes three goals: it provides a single coherent reference source documenting the human data and models from the AMBR Model Comparison, shares lessons learned and insights with the members of the scientific and technical communities who are most likely to benefit from them, and stimulates and motivates additional research and future model comparison. Modeling Human Behavior With Integrated Cognitive Architectures will be essential for military, governmental, and institutional scientists who work on the design, optimization, and training of workers in complex task management and decision making. It will also be useful in graduate courses in cognitive psychology and cognitive, industrial, and computer science engineering.

Edited by: Kevin A. Gluck, Richard W. Pew
Imprint: Psychology Press
Country of Publication: United States
Dimensions: Height: 229mm, Width: 152mm, Spine: 24mm
Weight: 635g
ISBN: 9780805850482
ISBN 10: 0805850481
Pages: 464
Publication Date: 20 July 2005
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

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