This paper describes a formalism for representing imprecise knowledge which combines traditional frame-based formalisms with fuzzy logic and fuzzy IF-THEN rules. Inference in this formalism is based on unification and the calculus of fuzzy IF-THEN rules, and lends itself to an efficient implementation.
A fuzzy frame-based knowledge representation formalism / A.G.B. Tettamanzi (LECTURE NOTES IN ARTIFICIAL INTELLIGENCE). - In: Fuzzy logic and applications : 5th international workshop, WILF 2003, Naples, Italy, October 9-11, 2003 : revised selected papers / [a cura di] Vito Di Gesù, Francesco Masulli, Alfredo Petrosino. - Berlin : Springer, 2006. - ISBN 3540310193. - pp. 55-62 (( Intervento presentato al 5. convegno International Workshop on Fuzzy Logic and Applications International Workshop on Fuzzy Logic and Applications International Workshop on Fuzzy Logic and Applications (WILF) tenutosi a Napoli nel 2003 [10.1007/10983652_8].
A fuzzy frame-based knowledge representation formalism
A.G.B. Tettamanzi
2006
Abstract
This paper describes a formalism for representing imprecise knowledge which combines traditional frame-based formalisms with fuzzy logic and fuzzy IF-THEN rules. Inference in this formalism is based on unification and the calculus of fuzzy IF-THEN rules, and lends itself to an efficient implementation.
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