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Conceptual Spaces: The Geometry of Thought…
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Conceptual Spaces: The Geometry of Thought (Bradford Books)

by Peter Gärdenfors

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Outstanding for its originality, richness of implications and possibilities for verification, refutation or refinement. Other than psychologists and cognitive scientists I would expect architects and designers to be able to benefit greatly from these ideas as a way for systematically exploring a design space. ( )
1 vote stefano | Jun 24, 2008 |
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Amazon.com Product Description (ISBN 0262572192, Paperback)

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.

(retrieved from Amazon Mon, 30 Sep 2013 13:54:15 -0400)

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