Knowledge Representation [Paperback]

Arthur B. Markman (Author)

Book Description

ISBN-10: 0805824413 | ISBN-13: 978-0805824414 | Publication Date: November 3, 1998

Knowledge representation is fundamental to the study of mind. All theories of psychological processing are rooted in assumptions about how information is stored. These assumptions, in turn, influence the explanatory power of theories. This book fills a gap in the existing literature by providing an overview of types of knowledge representation techniques and their use in cognitive models.

Organized around types of representations, this book begins with a discussion of the foundations of knowledge representation, then presents discussions of different ways that knowledge representation has been used. Both symbolic and connectionist approaches to representation are discussed and a set of recommendations about the way representations should be used is presented. This work can be used as the basis for a course on knowledge representation or can be read independently. It will be useful to students of psychology as well as people in related disciplines--computer science, philosophy, anthropology, and linguistics--who want an introduction to techniques for knowledge representation.

Editorial Reviews

Review

Markman is honest from the beginning about the goals of the book. He states in the Preface that he wants to provide a 'Michelin guide to knowledge representation.' At this, Markman succeeds admirably. The book is comprehensive and very well-writen.
—Contemporary Psychology

...the book is clearly written and would be useful for the advanced undergraduate or beginning graduate student in psychology.
—Journal of Mathematical Psychology

...Knowledge Representation is well-written and interesting. The book covers a very wide range of topics in order to analyze the forms of representation they use and to identify the advantages and disadvantages of each form. It is unique in both its coverage and its perspective, which make for a fresh approach to the study of how knowledge is represented and processed. It seems likely to become the standard text for courses on this topic.
—Gregory Murphy, PhD
University of Illinois, Urbana-Champaign

Markman's book does an admirable job of explaining the ideas of representation. It provides a rare perspective, focusing on what kinds of representations have been used in different areas of research, and why. The properties and tradeoffs involved in various types of representations are well illustrated with examples drawn from several areas of cognitive science. Anyone interested in cognitive science will find this book an excellent, enlightening resource.
—Kenneth D. Forbus, PhD
Northwestern University

Product Details

• Paperback: 344 pages
• Publisher: Psychology Press (November 3, 1998)
• Language: English
• ISBN-10: 0805824413
• ISBN-13: 978-0805824414
• Product Dimensions: 9 x 6.1 x 0.8 inches
• Shipping Weight: 1.2 pounds (View shipping rates and policies)
• Amazon Best Sellers Rank: #1,414,677 in Books (See Top 100 in Books)

More About the Author

Art Markman is the Annabel Irion Worsham Centennial Professor of Psychology and Marketing at the University of Texas at Austin. His research explores a variety of topics in thinking including the way people form and use analogies, generate creative ideas, and make decisions. He blogs for Psychology Today, Huffington Post, SmartBlogs and HBR. His next book, Smart Thinking, will be published in January, 2012.

In his spare time, Art plays blues saxophone, writes for the Psychology Department Limerick Committee, and hangs out with his family.