한국CDE학회논문집 (Korean Journal of Computational Design and Engineering)

  • 제11권2호
  • /
  • Pages.88-96
  • /
  • 2006
  • /
  • 2508-4003(pISSN)
  • /
  • 2508-402X(eISSN)
한국CDE학회 (Society for Computational Design and Engineering)
권호 표지

제품개발을 위한 온톨로지 기반 지식 프레임워크

Ontology-based Knowledge Framework for Product Development

  • 서효원 (한국과학기술원 산업공학과) ;
  • 이재현 (한국과학기술원 산업공학과)
  • 발행 : 2006.04.01
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

This paper introduces an approach to ontology-based framework for knowledge management in a product development domain. The participants in a product life cycle want to share the product knowledge without any heterogeneity. However, previous knowledge management systems do not have any conceptual specifications of their knowledge. We suggest the three levels of knowledge framework. First level is an axiom, which specifies the semantics of concepts and relations. Second level is a product development knowledge map. It defines the common domain knowledge which domain experts agree with. Third level is a specialized knowledge for domain, which includes three knowledge types; expert knowledge, engineering function and data-analysis-based knowledge. We propose an ontology-based knowledge framework based on the three levels of knowledge. The framework has a uniform representation; first order logic to increase integrity of the framework. We implement the framework using prolog and test example queries to show the effectiveness of the framework.

키워드

참고문헌

  1. Syan, C. S. and Menon, U., 'Concurrent Engineering: Concepts, Implementation and Practice', Chapman & Hall, 1994
  2. Kuffner, T. A. and Ullman, D. G., 'The Information Requests of Mechanical Design Engineers', Design Studies, Vol. 12, No.1, pp. 42-50, 1997 https://doi.org/10.1016/0142-694X(91)90007-J
  3. Stauffer, L. A. and Ullman, D. G., 'Fundamental Process of Mechanical Designers Based on Empirical Data', Journal of Engineering Design, Vol. 2, pp. 113-125, 1991 https://doi.org/10.1080/09544829108901675
  4. Studer, R., Benjamins, V. R. and Fensel, D., 'Knowledge Engineering: Principles and Methods', Data & Knowledge Engineering, Vol. 25, No. 1/2, pp. 161-197, 1998 https://doi.org/10.1016/S0169-023X(97)00056-6
  5. Wache, H., Vogele, T., Visser, U., Stuckenschmidt, H., Schuster, G, Neumann, H. and Hubner, S, 'Ontology-based Integration Information: A Survey of Existing Approaches', IJCAI Work-shop on Ontologies and Information Sharing 2001
  6. Gruber, T. R., 'A Translation Approach to Portable Ontology Specifications', Knowledge Acquisition, Vol. 5, pp. 199-220, 1993 https://doi.org/10.1006/knac.1993.1008
  7. Bozsak, E., Ehrig, M., Handschuh, S., Hotho, A., Maedche, A., Motik, B., Oberle, D., Schmitz, C., Staab, S. and Stojanovic, L., 'KAON - Towards a Large Scale Semantic Web', Lecture Notes in Computer Science, No. 2455, pp. 304-313, 2002
  8. Yoshioka, M. and Tomiyama, T., 'Pluggable Metamodel Mechanism: A Framework of an Integrated Design Object Modelling Environment', Computer Aided Conceptual Design '97, Proceedings of the 1997 Lancaster International Workshop on Engineering Design CACD'97, pp. 57-70. Lancaster University, 1997
  9. Cutkosky, M. R., Engelmore, R. S., Fikes, R. E., Genesereth, M. R., Gruber, T. R., Mark, W. S., Tenenbaum, J. M. and Weber, J. C., 'PACT: An Experiment in Integrating Concurrent Engineering Systems', Computer, Vol. 26, No.1, pp. 28-37, 1993 https://doi.org/10.1109/2.179153
  10. Kuokka, D. R., McGuire, J. G, Pelavin, R. N. and Weber, J. C., 'SHADE: Technology for Knowledge Based Collaborative Engineering', Artificial Intelligence in Collaborative Design, pp. 245-262, 1994
  11. Lin, J., Fox, M. S. and Bilgic, T., 'A Requirement Ontology for Engineering Design', Concurrent Engineering, Research, and Applications, Vol. 4, No.3, pp. 279-292, 1996 https://doi.org/10.1177/1063293X9600400307
  12. Kitamura, Y., Sano, T. and Mizoguchi, R., 'Functional Understanding Based on an Ontology of Functional Concepts', Lecture Notes in Computer Science, No. 1886, pp. 723-733, 2000
  13. Borst, P., Akkermans, H. and Top, J., 'Engineering Ontologies', International Journal of Human-computer Studies, Vol. 46, No. 2/3, pp. 365-406, 1997 https://doi.org/10.1006/ijhc.1996.0096
  14. Gruber, T. R. and Olsen, GR., 'An Ontology for Engineering Mathematics', Proceedings Fourth International Conference on Principles of Knowledge Representation and Reasoning, pp. 258-269, 1994
  15. Kingston J. K. C., 'Designing Knowledge Based System: The Common KADS Design Model', Knowledge-Based System, Vol. 11, pp. 311-319, 1998 https://doi.org/10.1016/S0950-7051(98)00071-9
  16. Angele J., Fensel D., Landes D. and Studer R., 'Developing Knowledge-based Systems with MIKE', Automated Software Engineering, Vol. 5, pp. 389-418, 1998 https://doi.org/10.1023/A:1008653328901
  17. Noy, N. F., Fergerson, R. W. and Musen, M. A., 'The Knowledge Model of Protege-2000: Combining Interoperability and Flexibility', Knowledge Engineering and Knowledge Management, pp. 17-32, 2000 https://doi.org/10.1007/3-540-39967-4_2
  18. Fikes, R., Farquhar, A. and Rice, J., 'Tools for Assembling Modular Ontologies in Ontolingua', Artificial Intelligence, pp. 436-441, 1997
  19. Staab, S. and Maedche, A., 'Axioms Are Objects, Too: Ontology Engineering Beyond the Modeling of Concepts and Relations', Workshop on Ontologies and Problem-Solving Methods, Berlin, 2000
  20. Ferguson, E. S., Engineering and the Mind's Eye, MIT Press, Cambridge, MA, 1992
  21. Vincenti, W. G, What Engineers Know and How they Know It: Analytical Studies from Aeronautical Engineering, John Hopkins University Press, 1990
  22. Heflin, J., OWL Web Ontology Language Use Cases and Requirements W3C Recom-mended, February, 2004, http://www.w3.org/TR/webont-req/
  23. Corcho, O. and Perez, A. G., 'A Roadmap to Ontology Specification Languages', Lecture Notes in Computer Science, No. 1937, pp. 80-96, 2000
  24. Russel, S. and Norvig, P., 'Artificial Intelligence, 2nd edition', Prentice Hall, 272-315, 1995
  25. Lee, J. H. (September 1, 2004), http://143.248.82.98/CADCAM/FOL.doc
  26. Lee, J. H. (September 1, 2004), http://143.248.82.98/CADCAM/PROLOG.doc
  27. 김경영, 서효원, 'CPC 환경을 위한 Product 온톨로지 기반의 의미 공유 접근법', 한국캐드캠학회 논문집, 제9권, 제3호, pp. 192-202, 2004
  28. 김현, 김형선, 이주행, 정진미, 도남철, 이재열, '기업간 제품정보 공유를 위한 협업적 제품거래 프레 임워크', 한국캐드캠학회논문집, 제8권, 제4호, pp. 201-211, 2003
  29. 이윤숙, 천상욱, 한순흥, 'CAD 시스템 간의 상호 운용성을 위한 설계 특징형상의 온톨로지 구축', 한국캐드캠학회논문집, 제9권, 제2호, pp. 164-174, 2004