INCORPORATING FUZZINESS INTO ACTIVE RULES
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Published:2008-10
Issue:05
Volume:16
Page:735-757
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ISSN:0218-4885
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Container-title:International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
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language:en
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Short-container-title:Int. J. Unc. Fuzz. Knowl. Based Syst.
Author:
BOSTAN-KORPEOGLU BURCIN1,
YAZICI ADNAN1
Affiliation:
1. Department of Computer Engineering, Middle East Technical University, TR-06531, Ankara, Turkey
Abstract
Knowledge intensive applications require an intelligent environment, which can perform deductions in response to user queries or events that occur inside or outside of the applications. For that, we propose a fuzzy active object-oriented database for modeling knowledge intensive applications. In that, we incorporate fuzziness within the event, condition and action parts of an active rule. We consider deductive rules as special cases of active rules so that deductive queries are handled using abstract kind of events. We also introduce a model for fuzzy inferencing of fuzzy active rules where we develop a model for scenario concept. We use a Fuzzy Petri Net model for fuzzy rule-based inference.
Publisher
World Scientific Pub Co Pte Lt
Subject
Artificial Intelligence,Information Systems,Control and Systems Engineering,Software
Reference16 articles.
1. Active Object Systems
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3. U. Dayal, A. Buchmann and S. Chakravarthy, Triggers and Rules for Advanced Database Processing (1996) pp. 177–206.