Fast qualitative reasoning about categories in conceptual spaces
Lee, Ickjai (2003) Fast qualitative reasoning about categories in conceptual spaces. In: Proceedings of Third International Conference on Hybrid Intelligent System (HIS 2003) Frontiers in Artificial Intelligence and Applications (104). From: Third International Conference on Hybrid Intelligent System (HIS 2003), 14-17 December 2003, Melbourne, VIC, Australia.
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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  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.
|Item Type:||Conference Item (Refereed Research Paper - E1)|
|Date Deposited:||12 Jul 2010 03:41|
|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%|
|Citation Count from Web of Science||