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The Cambridge Handbook of Computational Psychology (Cambridge Handbooks in Psychology)From Cambridge University Press
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This book is a definitive reference source for the growing, increasingly more important, and interdisciplinary field of computational cognitive modeling, that is, computational psychology. It combines breadth of coverage with definitive statements by leading scientists in this field. Research in computational cognitive modeling explores the essence of cognition through developing detailed, process-based understanding by specifying computational mechanisms, structures, and processes. Computational models provide both conceptual clarity and precision at the same time. This book substantiates this approach through overviews and many examples.
- Sales Rank: #2602729 in Books
- Published on: 2008-04-28
- Original language: English
- Number of items: 1
- Dimensions: 9.96" h x 1.50" w x 6.97" l, 3.25 pounds
- Binding: Hardcover
- 768 pages
Review
"[...] This edited volume by Sun (Rensselaer Polytechnic Institute) comprises two sections:[...] The first section will attract broader interest, especially from students, because of its juxtaposition of distinct approaches including connectionist, Bayesian, and logical modeling. The second section covers a range of topics, from memory and learning to decision making and cognitive control. [...] Given that the application chapters are largely independent of the methodological chapters, a dedicated instructor could cover more extensive ground by selecting primary papers on a desired topic. However, researchers who use computational approaches, or who want to become better consumers of computational psychology literature, may find this to be a valuable compilation of major ideas in this area. Recommended.
--S.A. Huettel, Duke University CHOICE
"--With the publication of The Cambridge Handbook of Computational Psychology, the newly emerging, interdisciplinary field of computational cognitive modeling has come of age...a cutting-edge overview of classic and current work in computational psychology. This handbook stakes out this important and promising area of cognitive science...a definitive reference source for the rapidly growing, increasingly important, and strongly interdisciplinary field of computational cognitive modeling...The Cambridge Handbook of Computational Psychology represents a milestone, marking a number of important contributions to the larger field of cognitive science."
--Howard T. Everson, PsycCRITIQUES [May 20, 2009, Vol. 54, Release 20, Article 5]
About the Author
Dr. Ron Sun is Professor of Cognitive Science at Rensselaer Polytechnic Institute. A well-known researcher in the field of cognitive science, Sun explores the fundamental structure of the human mind and aims for the synthesis of many interesting intellectual ideas into one coherent model of cognition. The goal is to form a generic cognitive architecture that captures a variety of cognitive processes in a unified way and thus to provide unified explanations for a wide range of cognitive data. To do so, for the past two decades, he has been advocating the use of hybrid connectionist-symbolic systems in developing cognitive models and he has been developing theories of human skill learning and human everyday reasoning as the centerpieces of the cognitive architecture.
Most helpful customer reviews
0 of 0 people found the following review helpful.
The perfect introduction to Cognitive Modeling
By Joe S.
I recently used this book to TA a class, and it is a great, well-rounded introduction to cognitive modeling. It begins with a chapter for each of the main types of modeling, then shows how these models can be used to model different effects. I may be biased, knowing some of the authors, but the author selection was great for this book, and a lot of external papers that were referenced were very useful.
0 of 0 people found the following review helpful.
Great text.
By neurochick
Great textbook, and very informative about the different theories and developments within the field. Really expanded my perspective, and was very well-written. I've only read a few chapters, but they've been great so far. Looking forward to reading the rest of the book.
0 of 0 people found the following review helpful.
An excellent répertoire of methods
By Dr. Q
An excellent répertoire of methods. No, there is no one-size-fits-all model of the human behavior, and I was not looking for it either.
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