Production System Models of Learning and Development

Name: Production System Models of Learning and Development
Author: D Klahr

Auteur: D Klahr

Taal: Engels

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Auteur: D Klahr

Engels
Hardcover
9780262111140
01 januari 1986
478 pagina's

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Samenvatting

There have been many scattered studies on production systems since they were first proposed as computational models of human problem-solving behavior by Allen Newell some twenty years ago, but this is the first book to focus exclusively on these important models of human cognition, collecting and giving many of the best examples of current research. Cognitive psychologists have found the production systems class of computer simulation models to be one of the most direct ways to cast complex theories of human intelligence. There have been many scattered studies on production systems since they were first proposed as computational models of human problem-solving behavior by Allen Newell some twenty years ago, but this is the first book to focus exclusively on these important models of human cognition, collecting and giving many of the best examples of current research. In the first chapter, Robert Neches, Pat Langley, and David Klahr provide an overview of the fundamental issues involved in using production systems as a medium for theorizing about cognitive processes, emphasizing their theoretical power. The remaining chapters take up learning by doing and learning by understanding, discrimination learning, learning through incremental refinement, learning by chunking, procedural earning, and learning by composition. A model of cognitive development called BAIRN is described, and a final chapter reviews John Anderson's ACT theory and discusses how it can be used in intelligent tutoring systems, including one that teaches LISP programming skills. Contributors Yuichiro Anzai (Hokkaido University, Japan), Paul Rosenbloom (Stanford) and Allen Newell (Carnegie-Mellon), Stellan Ohlsson (University of Pittsburgh), Clayton Lewis (University of Colorado, Boulder), Iain Wallace and Kevin Bluff (Deakon University, Australia), and John Anderson (Carnegie-Mellon). Production System Models of Learning and Development is included in the series Computational Models of Cognition and Perception, edited by Jerome A. Feldman, Patrick J. Hayes, and David E.Rumelhart. A Bradford Book.

Productspecificaties

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Taal: en
Bindwijze: Hardcover
Oorspronkelijke releasedatum: 01 januari 1986
Aantal pagina's: 478
Illustraties: Nee

Betrokkenen

Hoofdauteur: D Klahr
Hoofdredacteur: David Klahr
Tweede Redacteur: Pat Langley
Co Redacteur: Robert Neches
Hoofduitgeverij: Mit Press Ltd

Overige kenmerken

Verpakking breedte: 160 mm
Verpakking hoogte: 36 mm
Verpakking lengte: 231 mm
Verpakkingsgewicht: 930 g

EAN

EAN: 9780262111140

Je vindt dit artikel in

Categorieën: Persoonlijke ontwikkeling & Mindfulness

Populaire psychologie

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Taal: Engels
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Studieboek of algemeen: Algemene boeken
Beschikbaarheid: Leverbaar

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