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Implementing the Model of Ontology-Based Knowledge Repository for Integrating Financial Firm's Implicit and Explicit Knowledge

은행의 암묵적 지식과 형식적 지식의 통합관리를 위한 온톨로지기반 지식 리포지토리 모형 개발 연구

  • Published : 2005.06.01

Abstract

Many Korean financial firms have built knowledge management systems, however, most of the systems have fragmentary ideas or suggestions. This study proposes the model of ontology-based knowledge repository through which one could integrate knowledge for business use in the BPM environments. The knowledge includes implicit and explicit knowledge. library materials, documents, and information for experts as well. In order to get basic ideas for this model, case studies utilized interviews and surveys were conducted targeting at four Korean banks' knowledge managers, librarians and thirty staffs.

기업체의 경우 지식의 창출, 공유, 활용이 조직의 전 부서에서 발생하고 있기 때문에 자료실 정보시스템 또는 지식관리시스템이라는 제한된 공간에서 수동적으로 수집되는 정보, 지식만으로는 이용자의 요구를 제대로 만족시킬 수 없다. 따라서 본 연구에서는 BPM(Business Process Management)이 활성화 되어 있는 은행 환경에서 은행의 일반 업무 및 조사를 지원해 주는 지식, 정보, 문서 등의 암묵적 지식과 형식적 지식을 수집, 공유, 활용할 수 있는 온톨로지 기반 지식 리포지토리 모형을 구현해 보았다. 국내 일반 은행 환경에 맞는 모형을 제안하기 위해서 은행의 지식 관리의 현황, 문제점 및 개선점 등을 네 개의 일반 은행의 각 지식관리자와 자료실 사서 그리고 30명의 은행원들을 대상으로 한 면담과 설문지 조사를 통해서 파악한 후, 이러한 조사 결과를 기초로 하여 모형을 구현하였다.

Keywords

References

  1. 이순철. 1999. 사례로 본 지식경영의 방법론. 서울: 삼성경제연구소
  2. 이영훈 등저. 2004. 한국의 은행 100년사. 서울: 산하
  3. 장금연, 김동우. 2004. 국가적 학술정보유통을 위한 레포지터리 구축 방안 연구 - KERIS dCollection을 중심으로. '한국문헌정보학회 학술발표논집', 18. 49-74
  4. 최장봉. 2004. 은행의 인력구조 관리. '2004년도 KIF 은행경영브리프모음집'. 한국금융 연구원
  5. Abou-Zeid, E. S. 2003. What can ontologists learn from knowledge management? Journal of Computer Information Systems. 43(3): 109-117
  6. Barton, M. R. and Walker, J. H. 2003. 'Building a Business Plan for DSpace: MIT Libraries' Digital Institutional Repository.' Jouma1 of Digital Information. 4(2), [cited 2005. 5. 1].
  7. Beckman. T. J., Beckman, T and Liebowitz, J. 1998. Knowledge Organizations: What Every Manager Should Know. Boca Raion, FL:CRC Press
  8. Crow. R. 2002. The Case for Institutional Repositories: A SPARC Position Paper. [cited 2005. 5. 1].
  9. Daconta, M., Obrst, L., and Smith, K. 2003. The Semantic Web. Indianapolis, Indiana: Wiley Publishing. Inc
  10. Davenport, T. R & prusak, L. 1998. Working Knowledge : How Organizations Manage What They Know. Boston, Massachusetts: Harvard Business School Press
  11. Ding, Y. and Foo, S. 2002. 'Ontology research and development Part 1: A review of ontology generation.' Joumal of Information Science, 28(2), 123-136
  12. Dingsoyr, T. and Poyrvik, E. 2003. 'An empirical study of an informal knowledge repository in a medium-sized software consulting company.' Proceedings of the International Conference on software engineering. Portland. Oregon,: 84-92
  13. Genoni, P. 2004. 'Content in Institutional Repositories: A Collection management issue'. Library Management, 25(6): 300-306 https://doi.org/10.1108/01435120410547968
  14. Gomez-Perez, A. 1995. 'Some ideas and examples to evaluate ontologies'. The 11th Conference on Artificial Intelligence for Applications,: 299-305). Los Angeles. California. Los Alamitos, Calif.: IEEE Computer Society Press
  15. Gruber, T. 1993. 'A translation approach to portable ontology specifications.' Knowledge Acquisition, 5: 199-220 https://doi.org/10.1006/knac.1993.1008
  16. Hey, Jessie M.N. 2004. 'An environmental assessment of research publication activity and related factors impacting the development of an Institutional e-Print Repository at the University of Southampton.', Southampton, UK, University of Southampton, (TARDis Project Report, D 3.1.2) [cited 2005. 4. 11].
  17. Kim, Jihyun. 2005. 'Finding Documents in Digital Repositories: A Study of DSpace and Eprints', to be presented in the 2005 SAA Annual Meeting
  18. Kwasnik, B. 1999. 'The role of classification in knowledge representation and discovery.' Library Trends 48(1) : 22-47
  19. Lynch, C. A. 2003. Institutional Repositories: Essential Infrastructure for Scholarship in the Digital Age, ARL Newsletter 226: 1-7. [cited 2005. 5. 11].
  20. Markkula, M. 1999. 'Knowledge Management in Software Engineering Projects.' SEKE'99 Eleventh International Conference on Software Engineering and Knowledge Engineering. Kaiserslautem, Germany
  21. Minghong, L. et al. 1999. 'A competence knowledge base system as part of the organizational memory XPS-99: knowledge-based systems, survey and future directions.' Lecture Notes in Computer Science, 1570: 125-137 https://doi.org/10.1007/10703016_8
  22. Nixon, W.J. 2003. 'DAEDALUS: Initial experiences with EPrints and DSpace'. Ariadne. Issue 37. [cited 2005.5. 11].
  23. Qin, J. and Paling, S. 2001. 'Converting a controlled vocabulary into an ontology: the case of GEM.' Information Research, 6(2). [cited 2005. 5. 1].
  24. Quan, D., Huynh, D., and Karger, D. R. 2003. 'Haystack: A Platform for Authoring End User Semantic Web Applications.' Proceeding of The International Semantic Web Conference, 738-753
  25. Reimer et al. 2003. 'Ontology-based knowledge management at work: the Swiss Life case studies.' In Davies, J. et al (Eds), Towards the semantic web: ontology-driven knowledge management, 197-218. John Wiley & Sons
  26. Rogers, S. A. 2003. 'Developing an Institutional Knowledge Bank at Ohio State University: From Concept to Action Plan. 'Portal: Libraries and the Academy, 3(1): 125-136 https://doi.org/10.1353/pla.2003.0018
  27. Soergel, D. 1999. 'The rise of ontologies or the reinvention of classification.' Journal of the American Society for Information Science, 50(12): 1119-1120 https://doi.org/10.1002/(SICI)1097-4571(1999)50:12<1119::AID-ASI12>3.0.CO;2-I
  28. Stader, J. & Macintosh, A. 1999. Capability Modeling and Knowledge Management. In Applications and Innovations in Intelligent Systems VII, London: Springer-Verlag(pp 33-50)
  29. Stewart, T. A. 1997. Intellectual Capital: The New Wealth of Organizations. Currency Doubleday
  30. Studer, R., Benjamins, R. and Fensel, D. 1998. 'Knowledge Engineering: Principles and Methods.' Data and Knowledge Engineering, 25: 161-197 https://doi.org/10.1016/S0169-023X(97)00056-6
  31. Sure, Y. and Iosif, V. 2002. 'First results of a semantic web technologies evaluation.' In R Meersman et al(Eds), Proceedings of the Common Industry Program held in conjunction with Confederated Intemational Conferences: on the Move to Meaningful Internet Systems (CoopIS, DOA, and ODBASE 2002)(pp. 69-78). Irvine, California
  32. Sure, Y. 2003. 'Methodology. tools & case studies for ontology based knowledge management.' Unpublished doctoral dissertation, Karlsruhe University, Germany
  33. Swan J., Scarbrough, H., and Preston, J. 1999. Knowledge Management: A Literature Review. in Issues in People Management. Institute of Personnel and Development: Leicester Warwick
  34. Uschold, M. and Groninger, M. 1996. 'Ontologies: Principles. methods and applications.' The Knowledge Engineering Review, 11(2): 93-136 https://doi.org/10.1017/S0269888900007797
  35. Vasconcelos, Jose Angelo Braga de. 2001. An ontology-driven organisational memory for managing group competencies Unpublished doctoral dissertation, University of York
  36. 岩爪道昭. 2000. オントロジー基づく知識ネヅメ ントシステム. 近畿大學理工學部研究報告 36: 153-159
  37. 船律信之. 2003. 知識活用型經營を實現する金融ナしシジソューション東芝しビュー 58(2): 36-42
  38. 前田健榮. 2004. '靑森銀行の業務支援システム:べテラン行員の知識ノウハウを可視化し共有', 金融財政事情, 38-41