Reasoning with words: A hedge algebra linguistic cognitive map approach
Nguyễn Văn Hán, Phan Công Vinh
Abstract
Summary In this article, we introduce a method for reasoning with words based on hedge algebra using linguistic cognitive map. Our model consists of set of vertices and edges with value to be linguistic variables which are constrained by linguistic lattice. We figure out relationship between numeric and linguistic domain for fuzzifying data. We also prove convergence theorem on learning method for linguistic cognitive map.
Topics & Concepts
HedgeLinguisticsCognitionSet (abstract data type)Value (mathematics)Lattice (music)Cognitive mapAlgebra over a fieldMathematicsComputer scienceArtificial intelligenceNatural language processingPsychologyPure mathematicsPhilosophyMachine learningBiologyEcologyProgramming languageAcousticsNeurosciencePhysicsCognitive Science and MappingMulti-Criteria Decision MakingCognitive Computing and Networks