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Modelling High-level Cognitive Processes (Paperback)
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Modelling High-level Cognitive Processes (Paperback)
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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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