Fast qualitative reasoning about categories in conceptual spaces

Conference Publication ResearchOnline@JCU

Lee, Ickjai

Abstract

Categorization is a central task in cognitive science and artificial intelligence. Efficient reasoning about categories is becoming of great importance as intelligent agents are required to perform complex tasks in data-rich environments. Gärdenfors and Williams [6] introduce a robust framework for categorization and reasoning about categories within conceptual spaces. This paper extends their work and presents a number of efficient reasoning properties that greatly reduce the search space resulting in fast derivation of reasoning about categories.

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Third International Conference on Hybrid Intelligent System (HIS 2003)

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104

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0922-6389

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Melbourne, VIC, Australia

Publisher

IOS Press

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