Fast qualitative reasoning about categories in conceptual spaces

Lee, Ickjai (2003) Fast qualitative reasoning about categories in conceptual spaces. Proceedings of Third International Conference on Hybrid Intelligent System (HIS 2003) Frontiers in Artificial Intelligence and Applications. Third International Conference on Hybrid Intelligent System (HIS 2003) , 14-17 December 2003, Melbourne, VIC, Australia .

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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.

ID Code:9902
Item Type:Conference Item (Refereed Research Paper - E1)
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ISBN:978-1-58603-394-1
FoR Codes:08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080199 Artificial Intelligence and Image Processing not elsewhere classified @ 70%
08 INFORMATION AND COMPUTING SCIENCES > 0806 Information Systems > 080607 Information Engineering and Theory @ 30%
SEO Codes:89 INFORMATION AND COMMUNICATION SERVICES > 8902 Computer Software and Services > 890299 Computer Software and Services not elsewhere classified @ 100%
Deposited On:12 Jul 2010 13:41
Last Modified:15 Jun 2013 01:11
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