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The Big Book of Concepts [Hardcover]

Gregory L. Murphy (Author)
5.0 out of 5 stars  See all reviews (2 customer reviews)


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Book Description

Bradford Books August 21, 2002
Concepts embody our knowledge of the kinds of things there are in the world. Tying our past experiences to our present interactions with the environment, they enable us to recognize and understand new objects and events. Concepts are also relevant to understanding domains such as social situations, personality types, and even artistic styles. Yet like other phenomenologically simple cognitive processes such as walking or understanding speech, concept formation and use are maddeningly complex.

Research since the 1970s and the decline of the "classical view" of concepts have greatly illuminated the psychology of concepts. But persistent theoretical disputes have sometimes obscured this progress. The Big Book of Concepts goes beyond those disputes to reveal the advances that have been made, focusing on the major empirical discoveries. By reviewing and evaluating research on diverse topics such as category learning, word meaning, conceptual development in infants and children, and the basic level of categorization, the book develops a much broader range of criteria than is usual for evaluating theories of concepts.


Editorial Reviews

Review

"This is going to be the classic text in the field for a very long time."
Nature

"We've needed a book like this for the past decade. The Big Book of Concepts is beautifully done in so many ways and a true service to the field. Murphy's ambitious and integrated review is unusually thorough, thoughtful, and fair in its coverage of the diverse literatures on concepts. Graduate students will remember this volume the rest of their careers for what it taught them, and seasoned researchers will use it as the authoritative source to fill holes in their knowledge."
Lawrence W. Barsalou, Department of Psychology, Emory University

"The study of concepts has flourished in recent years, and Murphy has been one of the leading figures behind several changes in how we view concepts, their mental representation, and their use. The Big Book of Concepts offers a superb discussion of recent research from a wide variety of perspectives. This book is essential reading not only for those interested in concepts directly but also for those interested in cognitive development, word meaning, and many other related areas of cognitive science."
Frank C. Keil, Professor, Department of Psychology, Yale University

"This book is a landmark achievement in the cognitive science of human concepts. It beautifully integrates experimental data and theories to arrive at a rich account of how concepts are learned, represented, interrelated, used, combined, and changed."
Robert Goldstone, Professor of Psychology, Program in Cognitive Science, Indiana University

"Murphy's well-written Big Book of Concepts provides a much-needed overview of the rapidly developing field of concept learning and use. This book should be read by anyone who wants to understand the theories and empirical studies that will provide the foundation for new research for decades to come."
Arthur B. Markman, Department of Psychology, University of Texas at Austin

From the Inside Flap

"Murphy's well-written Big Book of Concepts provides a much-needed overview of the rapidly developing field of concept learning and use. This book should be read by anyone who wants to understand the theories and empirical studies that will provide the foundation for new research for decades to come."
--Arthur B. Markman, Department of Psychology, University of Texas at Austin

"This book is a landmark achievement in the cognitive science of human concepts. It beautifully integrates experimental data and theories to arrive at a rich account of how concepts are learned, represented, interrelated, used, combined, and changed."
--Robert Goldstone, Professor of Psychology, Program in Cognitive Science, Indiana University

"The study of concepts has flourished in recent years, and Murphy has been one of the leading figures behind several changes in how we view concepts, their mental representation, and their use. The Big Book of Concepts offers a superb discussion of recent research from a wide variety of perspectives. This book is essential reading not only for those interested in concepts directly but also for those interested in cognitive development, word meaning, and many other related areas of cognitive science."
--Frank C. Keil, Professor, Department of Psychology, Yale University

"We've needed a book like this for the past decade. The Big Book of Concepts is beautifully done in so many ways and a true service to the field. Murphy's ambitious and integrated review is unusually thorough, thoughtful, and fair in its coverage of the diverse literatures on concepts. Graduate students will remember this volume the rest of their careers for what it taught them, and seasoned researchers will use it as the authoritative source to fill holes in their knowledge."
--Lawrence W. Barsalou, Department of Psychology, Emory University


Product Details

  • Hardcover: 563 pages
  • Publisher: The MIT Press (August 21, 2002)
  • Language: English
  • ISBN-10: 0262134098
  • ISBN-13: 978-0262134095
  • Product Dimensions: 9.4 x 7 x 1.3 inches
  • Shipping Weight: 2.4 pounds
  • Average Customer Review: 5.0 out of 5 stars  See all reviews (2 customer reviews)
  • Amazon Best Sellers Rank: #3,037,410 in Books (See Top 100 in Books)

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Average Customer Review
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21 of 26 people found the following review helpful:
5.0 out of 5 stars A gem of a book, February 13, 2004
By A Customer
This review is from: The Big Book of Concepts (Hardcover)
Gregory Murphy begins this extraordinary book by saying, "Concepts are the glue that holds our mental world together". This is actually an understatement. Without concepts there would be no mental world in the first place. Concepts are mental representations that tie together specific instances, and are essential for relating ongoing experience to knowledge from the past. Concepts allow us to move from William James' "blooming buzzing confusion" to structured and adaptive thought.

Murphy is one of the leading scholars in this area, and he reviews a messy and complicated literature with honesty, clarity, and wit. This is going to be the classic text in the field for a very long time. It is one of the rare cases where the standard back-of-the-book blurb is actually true: Anyone seriously interested in concepts and categorization - seasoned researchers, graduates and advanced undergraduates, or scholars who simply want to get a sense of the field - really must read this book.

(Note: this is an excerpt from a review that was published in the journal "Nature")

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5.0 out of 5 stars Wonderfully detailed and informative book, January 10, 2012
The Big Book of Concepts is the best book on concepts since George Lakoff's Women, Fire and Dangerous Things, published 15 years earlier. I am a professional cognitive scientist and I first read this book a number of years ago. I recently needed to look something up on infant concept formation, so I reread the chapter called "Concepts in Infancy," and was reminded just how good the book is. It is crammed with so much information that it has the potential for being as dry as dust, but, happily, it is loaded with clear examples, and is written in such a fluid style that you tend to keep reading, even after you've found the item or reference or example you were looking for. The book includes in-depth discussions of everything from theories of what constitutes a concept, to how they develop, to how they are related to words, and to the role of computational modeling in concept understanding (the succinct description of Nosofsky's Generalized Context Model, pp. 65-71, is one of the clearest, simplest descriptions of that model around). In short, for people interested in concepts and categorization, this book is a must-have for their library.
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Inside This Book (learn more)
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First Sentence:
Concepts are the glue that holds our mental world together. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
category construction task, revised classical view, mass superordinates, nonpredicating adjectives, unidimensional categories, exemplar effects, typicality phenomena, dishabituation task, nonlinearly separable categories, sequential touching task, selective modification model, typicality differences, blank predicates, mismatching features, differentiation explanation, tiger squirrel, typicality structure, boiled celery, atypical items, family resemblance categories, conjunctive category, new category member, exemplar view, remembered exemplars, conceptual combination
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Kemler Nelson, North America, Brian Ross, Arthur Markman, Generalized Context Model, James Hampton, San Diego, Group Trial, Observed Proportion, South America
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