Journal of the Korean Institute of Intelligent Systems (한국지능시스템학회논문지)

Korean Institute of Intelligent Systems (한국지능시스템학회)
권호 표지
DOI QR코드

DOI QR Code

Ontology Integration based on MetaOntology

메타온톨로지에 기반한 온톨로지의 통합

  • Published : 2007.10.25
Download PDF
⟨ Previous Next ⟩

Abstract

Researches are working on integration of ontology in order to reuse the constructed ontologies. And lots of tools lot ontology integration have been developed and used. However conventional methods and tools have following shortages: they cannot integrate more than three ontologies at once, and numbers of people cannot work together for ontology integration with the tools. In this paper, we propose an ontology integration process (OntoIntegProcess) by using MetaOntology[1]. And we develop an ontology integration system (OntoIS) based on the process. We show the effectiveness of the proposed process and system through experimental results obtained from ontology integration.

온톨로지의 재사용을 위해 온톨로지를 통합하는 방법에 대한 연구가 진행되친 있다. 그리고 다양한 온톨로지 통합 도구들이 개발되어 사용되고 있다. 그러나 기존의 온톨로지 통한 방법 및 도구는 셋 이상의 온톨로지를 한번에 통합할 수 없으며, 파수의 작업자가 동시에 통합 작업을 할 수 없는 단점이 있다. 본 논문에서는 메타온톨로지를 이용한 온톨로지 통합 프로세스(OntoIntegProcess)를 제안하고, 온톨로지 통합 프로세스에 기반하여 온톨로지 통합 시스템(OntoIS)을 개발한다. 온톨로지의 통합 실험을 통해 제안한 프로세스와 시스템의 효용성을 확인한다.

Keywords

References

  1. 이인근, 서석태, 정혜천, 황도삼, 권순학, '온톨로지 구축 프로세스와 시스템', 한국퍼지 및 지능 시스템 학회 논문지, 제16권, 6호, pp. 721-729, 2006 https://doi.org/10.5391/JKIIS.2006.16.6.721
  2. 황금하 외, '온톨로지 구축 지침서 BT/NT 관계를 이용한 is-a관계 설정,' CORE-ONTO-118, KAIST, 2006
  3. Natalya F. Noy, Mark A. Musen, 'The PROMPT Suite: Interactive Tools For Ontology Merging And Mapping,' International Journal of Human-Computer Studies, Vol. 59, No.6, pp. 983-1024, December 2003 https://doi.org/10.1016/j.ijhcs.2003.08.002
  4. Hltzler, Kroetz, Ehrig, Sure, 'What is Ontology Merging',' Workshop at the 20th National Conference on Artificial Intelligence, AAAI-05, Pittsburgh, Pennsylvania, July 2005
  5. N. Fridman Noy, M. A. Musen, 'An Algorithm for Merging and Aligning Ontologies: Automation and Tool Support,' In Proc. of the Workshop on Ontology Management at the Sixteenth National Conference on. Artificial Intelligence (AAAI-99), Orlando, 1999
  6. S. M. Deen, K. Ponnamperuma, 'Dynamic Ontology Integration in a Multi-agent Environment,' Proc. of the 20th International Conference on Advanced Information Networking and Applications, pp. 373-378, 2006
  7. D. L. McGuinness, R. Fikes, J. Rice, and S. Wilder, 'An Environment for Merging and Testing Large Ontologies,' Proc. 7th Int'l Conf. Principles of Knowledge Representation and Reasoning (KR 00), Morgan Kaufmann, pp. 483-493, 2000
  8. G. Stumme and A. Maedche, 'FCA-MERGE: Bottom-up merging of ontologies,' In IJCAI, pp. 225 - 234, 2001
  9. H. Chalupsky, 'Ontolvlorph: A Translation System for Symbolic Knowledge,' Proc. 7th Int'l Conf. Principles of Knowledge Representation and Reasoning (KR 2000), Morgan Kaufmann, 2000
  10. P. Mitra, G. Wiederhold and S. Decker, 'A Scalable Framework for Interoperation of Information Sources,' The first Semantic Web Working Symposium, pp. 317-330, 2001
  11. Wordnet, http://wordnet.princeton.edu. January 2007
  12. Protege, http://protege.stanford.edu, January 2007
  13. OWL Web Ontology Language Guide, http://www.w3.org/TR/owl-guide, January 2007