An API for generalized constraint language based expert system

Human possess inherent capabilities to store, processes and reason on imprecise information in the form of perceptions in natural language. Generalized theory of uncertainty (GTU) is a methodology for reasoning, representing, and performing computations on such imprecise information. Generalized con...

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Vydáno v:2012 Annual Meeting of the North American Fuzzy Information Processing Society s. 1 - 6
Hlavní autoři: Patel, P., Khorasani, E. S., Rahimi, S.
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.08.2012
Témata:
Breast cancer
Cognition
computing with words
expert system
Expert systems
Fuzzy logic
Generalized Constraint Language
Java
Java API
Natural languages
Pragmatics
ISBN:9781467323369, 1467323365
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Popis
Shrnutí:Human possess inherent capabilities to store, processes and reason on imprecise information in the form of perceptions in natural language. Generalized theory of uncertainty (GTU) is a methodology for reasoning, representing, and performing computations on such imprecise information. Generalized constraint, the basic data structure in GTU, is used to represent and propagate information. There is no previous attempt to implement this theoretical methodology. This paper reports the implementation of a Java API toolkit for generalized constraint language (GCL) that can be easily expanded for practical applications of GTU in the form of an expert system. Toolkit allows users to express various types of GTU concepts, such as generalized constraint, fuzzy graphs, fuzzy relations, and fuzzy arithmetic expression. Toolkit is fully integrated with Jess (Java Expert System Shell) and utilizes Jess Rete network for deductions on generalized constraints.
ISBN:9781467323369
1467323365
DOI:10.1109/NAFIPS.2012.6290997