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Modelling High-level Cognitive Processes

Autor Richard P. Cooper With Contributi, Peter G. Yule, John Fox, David W. Glasspool, Richard P. Cooper
en Limba Engleză Paperback – 8 iul 2013
This book is a practical guide to building computational models of high-level cognitive processes and systems. High-level processes are those central cognitive processes involved in thinking, reasoning, planning, and so on. These processes appear to share representational and processing requirements, and it is for this reason that they are considered together in this text.

The book is divided into three parts. Part I considers foundational and background issues. Part II provides a series of case studies spanning a range of cognitive domains. Part III reflects upon issues raised by the case studies. Teachers of cognitive modeling may use material from Part I to structure lectures and practical sessions, with chapters in Part II forming the basis of in-depth student projects.

All models discussed in this book are developed within the COGENT environments. COGENT provides a graphical interface in which models may be sketched as "box and arrow" diagrams and is both a useful teaching tool and a productive research tool. As such, this book is designed to be of use to both students of cognitive modeling and active researchers. For students, the book provides essential background material plus an extensive set of example models, exercises and project material. Researchers of both symbolic and connectionist persuasions will find the book of interest for its approach to cognitive modeling, which emphasizes methodological issues. They will also find that the COGENT environment itself has much to offer.
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Specificații

ISBN-13: 9780415650236
ISBN-10: 0415650232
Pagini: 432
Dimensiuni: 152 x 229 x 23 mm
Greutate: 0.68 kg
Ediția:1
Editura: Taylor & Francis
Colecția Psychology Press
Locul publicării:Oxford, United Kingdom

Public țintă

Professional

Cuprins

Contents: Preface. Part I: Background. Modelling Cognition. An Introduction to COGENT. Part II: Modelling in Specific Domains. Overview. Arthimetic: A Cognitive Skill. Problem Solving. Deductive Reasoning. Decision Making. Sentence Processing. Executive Processes. Part III: Reflections. Reflections.

Recenzii

"...the book is a helpful guide to computer modeling for both advanced undergraduate and beginning graduate students who would like to get their 'hands wet' and start modeling psychological phenomena on their own as well as for seasoned modelers who would like to try out a new modeling environment."
Contemporary Psychology APA REVIEW OF BOOKS

Notă biografică

Richard P. Cooper With Contributi, Peter G. Yule, John Fox, David W. Glasspool, Richard P. Cooper

Descriere

This book is about understanding human cognition-the mental processes invlved in thought, reasoning and language. The basic premise from which the book proceeds is that computer models of cognitive processes can further the understandg of mental processe