1st Edition
Modeling Human Behavior With Integrated Cognitive Architectures Comparison, Evaluation, and Validation
482 Pages
by
Psychology Press
458 Pages
by
Psychology Press
482 Pages
by
Psychology Press
Also available as eBook on:
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... Read more
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.
Biography
Kevin A. Gluck (Edited by) , Richard W. Pew (Edited by)
