• DocumentCode
    1952888
  • Title

    Mental Ontology model for medical diagnosis based on some intuitionistic fuzzy functions

  • Author

    Fujita, Hamido ; Rudas, Imre J.

  • Author_Institution
    Fac. of Software & Inf. Sci., Iwate Prefectuarl Univ., Iwate, Japan
  • fYear
    2012
  • fDate
    20-22 Sept. 2012
  • Firstpage
    55
  • Lastpage
    62
  • Abstract
    This paper extends reasoning issues on medical diagnosis related to Virtual Doctor System (VDS). Intuitionistic fuzzy aggregation functions have been used to represent concept reflective to the mental model of the VDS. The VDS project used two physical ontology model and mental ontology model aligned on medical ontology for reasoning. In this paper the mental ontology related to medical diagnosis is the main emphasis. The mental Ontology is represented as two models: Emotion state model, and ego state model. The attributes of mental state are represented as fuzzy intuitionistic criteria. The emotion state related attributes are represented using harmonic hybrid weighted Ordered Intuitionistic fuzzy aggregation function. The ego state related attributes are represented using Bonferroni ordered weight average aggregate function. The both aggregate functions as well as the physical ontology aggregate functions are aligned on medical knowledge based. The model is built for testing.
  • Keywords
    avatars; fuzzy logic; fuzzy set theory; inference mechanisms; medical computing; ontologies (artificial intelligence); patient diagnosis; Bonferroni ordered weight average aggregate function; VDS project; ego state model; ego state related attributes; emotion state model; emotion state related attributes; fuzzy intuitionistic criteria; harmonic ordered intuitionistic fuzzy aggregation function; hybrid weighted ordered intuitionistic fuzzy aggregation function; medical diagnosis; medical doctor avatar; medical knowledge based; mental ontology model; physical ontology model; virtual doctor system; Avatars; Cognition; Decision making; Humans; Medical diagnostic imaging; Medical services; Ontologies; Medical diagnosis; aggregate function; cognitive model; fuzzy reasoning; human interaction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Informatics (SISY), 2012 IEEE 10th Jubilee International Symposium on
  • Conference_Location
    Subotica
  • Print_ISBN
    978-1-4673-4751-8
  • Electronic_ISBN
    978-1-4673-4749-5
  • Type

    conf

  • DOI
    10.1109/SISY.2012.6339486
  • Filename
    6339486