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Conceptual Spaces : The Geometry of Thought - Peter Gardenfors

Conceptual Spaces

The Geometry of Thought

Paperback Published: 2nd March 2004
ISBN: 9780262572194
Number Of Pages: 318
For Ages: 18+ years old

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Within cognitive science, two approaches currently dominate the problem of modeling representations. The symbolic approach views cognition as computation involving symbolic manipulation. Connectionism, a special case of associationism, models associations using artificial neuron networks. Peter Gardenfors offers his theory of conceptual representations as a bridge between the symbolic and connectionist approaches.Symbolic representation is particularly weak at modeling concept learning, which is paramount for understanding many cognitive phenomena. Concept learning is closely tied to the notion of similarity, which is also poorly served by the symbolic approach. Gardenfors's theory of conceptual spaces presents a framework for representing information on the conceptual level. A conceptual space is built up from geometrical structures based on a number of quality dimensions. The main applications of the theory are on the constructive side of cognitive science: as a constructive model the theory can be applied to the development of artificial systems capable of solving cognitive tasks. Gardenfors also shows how conceptual spaces can serve as an explanatory framework for a number of empirical theories, in particular those concerning concept formation, induction, and semantics. His aim is to present a coherent research program that can be used as a basis for more detailed investigations.

"This is a fearless book that casts a wide net around key issues in cognitive science. It offers the kind of coherent, unified view that the field badly needs." - Steven Sloman, Associate Professor, Cognitive and Linguistic Sciences, Brown University"

ISBN: 9780262572194
ISBN-10: 0262572192
Series: A Bradford Book
Audience: Professional
For Ages: 18+ years old
Format: Paperback
Language: English
Number Of Pages: 318
Published: 2nd March 2004
Publisher: MIT Press Ltd
Country of Publication: US
Dimensions (cm): 22.8 x 15.3  x 1.6
Weight (kg): 0.43