Description |
1 online resource (viii, 286 pages) : illustrations |
Contents |
The nature of concept learning -- Analysis of the problem -- Concept learning and basic learning -- Stimulus organization -- Memory and concept learning -- Strategies of concept learning -- Artificial intelligence -- An information-processing model of concept learning -- Concept learning by artificial intelligence -- The near future |
Summary |
"This book attempts to treat its topic, concept learning, from a "problem oriented" point of view. Concept learning is an important part of the organization of knowledge. Therefore it is worth treating in its own right; not solely as a topic in logic, a type of behavior to be derived from psychological theory, or a possible area of application for electronic computers. An attempt has been made to bring together some of the relevant material from all these fields. To keep the book within a reasonable size, it was necessary to exercise considerable selection in including theoretical points of view and reports of particular research. Inevitably I had to use my own judgment. Therefore I had best state my own biases. I originally became interested in concept learning as a topic in psychology, somewhat later I became interested in the application of digital computer programs to inductive reasoning problems. My knowledge of symbolic logic is largely self-acquired, I can only hope that I have made an adequate presentation of the role of concepts, as conceived by some philosophers, in formal logic. With these limitations in mind, I hope that this report will be useful in correlating the efforts of many researchers who have approached the same topic in diverse ways"--Preface. (PsycINFO Database Record (c) 2010 APA, all rights reserved) |
Analysis |
Concepts |
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Information theory in psychology |
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Self-organizing systems |
Bibliography |
Includes bibliographical references and indexes |
Notes |
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL |
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digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL |
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Print version record |
In |
PsycBOOKS (EBSCO). EBSCO |
Subject |
Concept learning.
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Information theory in psychology.
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Self-organizing systems.
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Electronic Data Processing
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Concept Formation
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Concept learning
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Information theory in psychology
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Self-organizing systems
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Begriffslernen
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Informationstheorie
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Concepten.
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Leren.
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Concept learning.
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Information theory in psychology.
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Self-organizing systems.
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Concept.
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Information, Théorie de l', en psychologie.
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Systèmes auto-organisés.
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Form |
Electronic book
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