DocumentCode
226688
Title
Reasoning with words: A first approximation
Author
Rubio-Manzano, Clemente ; Julian-Iranzo, Pascual
Author_Institution
Dept. of Inf. Syst., Univ. of the Bio-Bio, Concepcion, Chile
fYear
2014
fDate
6-11 July 2014
Firstpage
569
Lastpage
574
Abstract
This paper aims to propose a model of reasoning based on semantic relations among words and to incorporate it in the inference mechanism of a logic programming language. This model is integrated in a fuzzy logic programming framework and it is implemented into the Bousi~Prolog system by using WordNet. All this process is transparent to the programmer and the reasoning with words is automatic. The lexical semantics between symbols (words) provides us with the ability of reasoning with words and turns the knowledge representation in a more natural and less complex process.
Keywords
PROLOG; approximation theory; fuzzy logic; inference mechanisms; knowledge representation; natural language processing; Bousi-Prolog system; WordNet; approximation; fuzzy logic programming; inference mechanism; knowledge representation; lexical semantics; logic programming language; reasoning with words; semantic relation; Cognition; Equations; Mathematical model; Semantics; Syntactics; Thesauri; Vocabulary;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4799-2073-0
Type
conf
DOI
10.1109/FUZZ-IEEE.2014.6891667
Filename
6891667
Link To Document