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
Link To Document