A Consensus-Based Approach for Ontology Integration

Authors:
Ngoc Thanh Nguyen;Michal Rusin
Affiliations:
Wroclaw University of Technology, Poland;Wroclaw University of Technology, Poland
Venue:
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Year:
2006

Citing 4
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Abstract

Ontologies become a very important elements of modern information systems. In many cases creating a new system involves performing integration of existing ontologies. During the integration process it is often necessary to resolve conflicts between ontologies. In this paper we focus on ontology conflicts which appear in integration process on the instance level. We propose algorithms which use consensus methods and can be used to integrate selected structures in ontology.