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文章基本信息

  • 标题:Complexity Analysis of Ontology Integration Methodologies:a Comparative Study
  • 作者:Trong Hai Duong ; Geun Sik Jo ; Jason J. Jung
  • 期刊名称:Journal of Universal Computer Science
  • 印刷版ISSN:0948-6968
  • 出版年度:2009
  • 卷号:15
  • 期号:4
  • 页码:877-897
  • 出版社:Graz University of Technology and Know-Center
  • 摘要:Most previous research on ontology integration has focused on similarity measure-ments between ontological entities, e.g., lexicons, instances, schemas and taxonomies, resulting in high computational costs of considering all possible pairs between two given ontologies. In this paper, we propose a novel approach to reducing computational complexity in ontology integration. Thereby, we address the importance and types of concepts, for priority matching anddirect matching between concepts, respectively. Identity-based similarity is computed, to avoid comparisons of all properties related to each concept, while matching between concepts. Theproblem of conflict in ontology integration has initially been explored on the instance-level and concept-level. This is useful to avoid many cases of mismatching.
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