6533b826fe1ef96bd1284f75

RESEARCH PRODUCT

Evaluative linguistic expressions vs. fuzzy categories

Vilém Novák

subject

Class (set theory)Basis (linear algebra)Logicbusiness.industryFuzzy setSpecial classcomputer.software_genreSemanticsFuzzy logicLinguisticsLinguistic analysisArtificial IntelligenceRating scaleArtificial intelligencebusinesscomputerNatural language processingMathematics

description

In this paper, we discuss the distinction between categories characterized by verbal labels taken from a fuzzy rating scale and special class of linguistic expressions, called evaluative. The latter form a general class of expressions that includes gradable and evaluative adjectives and their hedges. First, we will provide a brief linguistic analysis of them. Then we outline basic principles for construction of the mathematical model of semantics of evaluative expressions. In Section 3 we will analyze the concepts of rating scale with verbal labels (fuzzy rating scale), their semantics and demonstrate that the latter cannot be identified with the semantics of evaluative expressions. Finally, we suggest a method for construction of fuzzy rating scales on the basis of evaluative linguistic expressions. The main goal of this paper is to demonstrate the power of fuzzy set theory and to show that it is capable of providing tools for advanced modeling of linguistic semantics.

https://doi.org/10.1016/j.fss.2015.08.022