A consensus-based method for fuzzy ontology integration

  • Authors:
  • Ngoc Thanh Nguyen;Hai Bang Truong

  • Affiliations:
  • Institute of Informatics, Wroclaw University of Technology, Poland;University of Information Technology, Ho Chi Minh City, Vietnam

  • Venue:
  • ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II
  • Year:
  • 2010

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Abstract

Ontology can be treated as the background of a knowledge-based system. Fuzzy ontologies in many cases seem to be more useful than nonfuzzy ontologies because of the possibility for distinguish the degrees to which concepts describe a real world, or relations between them. This paper includes a framework of consensus-based method for fuzzy ontology integration. For this aim a conception for fuzzy ontology definition is proposed and three problems for fuzzy ontology integration on concept and relation levels are presented. For these problems several algorithms have been proposed.