• 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