Title :
CWJess: An expert system shell for computing with words
Author :
Khorasani, Elham S. ; Rahimi, Shahram ; Patel, Purvag ; Houle, Daniel
Author_Institution :
Dept. of Comput. Sci., Southern Illinois Univ., Carbondale, IL, USA
Abstract :
Computing with Words (CW) is an emerging paradigm in knowledge representation and information processing. It provides a mathematical model to represent the meaning of imprecise words and phrases in natural language, and to perform reasoning on perceptual knowledge. This paper describes a preliminary extension to Jess, CWJess, which allows reasoning in the framework of CW. The resulting inference shell significantly enhances the expressiveness and reasoning power of expert systems and provides a Java API which allows users to express various types of fuzzy concepts, including: fuzzy graphs, fuzzy relations, fuzzy arithmetic expression, and fuzzy quantified propositions. CWJess is fully integrated with Jess and utilizes Jess Rete network to perform a chain of reasoning on fuzzy propositions.
Keywords :
Java; application program interfaces; expert system shells; fuzzy reasoning; knowledge representation; natural languages; word processing; CWJess; Computing with Words; Java API; expert system shell; fuzzy arithmetic expression; fuzzy concepts; fuzzy graphs; fuzzy quantified propositions; fuzzy relations; inference shell; information processing; knowledge representation; mathematical model; natural language; perceptual knowledge; Breast cancer; Cognition; Expert systems; Java; Libraries; Pragmatics; Semantics; Computing with Words; Expert systems; fuzzy Logic; knowledge representation;
Conference_Titel :
Information Reuse and Integration (IRI), 2011 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4577-0964-7
Electronic_ISBN :
978-1-4577-0965-4
DOI :
10.1109/IRI.2011.6009580
