Title :
Generalized Modus Ponens Based on Linguistic Modifiers in a Symbolic Multi-Valued Framework
Author :
Kacem, Saoussen Bel Hadj ; Borgi, Amel ; Ghedira, Khaled
Author_Institution :
Nat. Sch. of Comput. Sci., Manouba
Abstract :
Approximate reasoning is based on a generalization of Modus Ponens, known as Generalized Modus Ponens (GMP). Its principle is that from an observation different but approximately equal to the rule premise, we can deduce a fact approximately equal to the rule conclusion. However, the deduced fact is not obtained with an arbitrary way. A set of axioms are fixed to have coherent and logic results. In this paper, we propose a new rule of GMP in the multi-valued logic framework. Our aim is to provide inference results which checks the axiomatic of approximate reasoning. We propose to use linguistic modifiers in GMP and we explain how it allows having a gradual reasoning.
Keywords :
computational linguistics; inference mechanisms; multivalued logic; approximate reasoning; generalized modus ponen; linguistic modifier; symbolic multivalued logic framework; Artificial intelligence; Computer science; Fuzzy logic; Fuzzy sets; Humans; Knowledge based systems; Multivalued logic; Approximate reasoning; Generalized Modus Ponens; linguistic modifiers; symbolic multi-valued logic;
Conference_Titel :
Multiple Valued Logic, 2008. ISMVL 2008. 38th International Symposium on
Conference_Location :
Dallas, TX
Print_ISBN :
978-0-7695-3155-7
DOI :
10.1109/ISMVL.2008.26