A multi-attribute and multi-valued model for fuzzy ontology integrationon instance level

Authors:
Hai Bang Truong;Ngoc Thanh Nguyen
Affiliations:
VNU-HCM, University of Information Technology, Vietnam;VNU-HCM, University of Information Technology, Vietnam and Wroclaw University of Technology, Poland
Venue:
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
Year:
2012

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Abstract

Fuzzy ontology are often more useful than non-fuzzy ontologies in knowledge modeling owing to the possibility for representing the incompleteness and uncertainty. In this paper we present an approach to fuzzification on the instance level of ontology using multi-value and multi-attribute structure. A consensus-based method for fuzzy ontology integration is proposed.