Fuzzy reasoning decision making on multiviews fuzzy ontologies alignment

Hamido Fujita, Imre Rudass, Janos Fodor, Masaki Kurematsu, Jun Hakura

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We highlighted in this position paper issues on fuzzy reasoning. The paper discusses reasoning application for decision making in medical diagnosis. This is to reason on medical concepts that are viewed on two type ontologies; namely physical and mental. These two types of ontology have been presented to formalize a patient state: mental ontology reflecting the patient mental behavior due to certain disorder and physical ontology reflecting the observed physical behavior exhibited through disorder. Patient observations are reflected on these concepts for similarity calculation that produce decision making based query. We have investigated multi criteria decision making technique to provide better decision on the attributes collected from patient for medical diagnosis. We apply fuzzy AHP (Analytical Hierarchy Process) for ranking attributes related to physical object. In the same time, we apply bipolar fuzzy decision making logic for ranking attributes related to mental objects. The paper highlights these issues as new challenges extending intelligence reasoning of VDS.

Original languageEnglish
Title of host publicationIEEE 10th Jubilee International Symposium on Applied Machine Intelligence and Informatics, SAMI 2012 - Proceedings
Pages185-194
Number of pages10
DOIs
Publication statusPublished - Jun 29 2012
Event10th IEEE Jubilee International Symposium on Applied Machine Intelligence and Informatics, SAMI 2012 - Herl'any, Slovakia
Duration: Jan 26 2012Jan 28 2012

Publication series

NameIEEE 10th Jubilee International Symposium on Applied Machine Intelligence and Informatics, SAMI 2012 - Proceedings

Other

Other10th IEEE Jubilee International Symposium on Applied Machine Intelligence and Informatics, SAMI 2012
CountrySlovakia
CityHerl'any
Period1/26/121/28/12

Keywords

  • Fuzzy AHP
  • Medical diagnosis
  • bipolar fuzzy logic
  • cognitive model
  • fuzzy reasoning
  • human interaction

ASJC Scopus subject areas

  • Artificial Intelligence
  • Human-Computer Interaction

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  • Cite this

    Fujita, H., Rudass, I., Fodor, J., Kurematsu, M., & Hakura, J. (2012). Fuzzy reasoning decision making on multiviews fuzzy ontologies alignment. In IEEE 10th Jubilee International Symposium on Applied Machine Intelligence and Informatics, SAMI 2012 - Proceedings (pp. 185-194). [6208955] (IEEE 10th Jubilee International Symposium on Applied Machine Intelligence and Informatics, SAMI 2012 - Proceedings). https://doi.org/10.1109/SAMI.2012.6208955