Journal of the Society of Naval Architects of Korea (대한조선학회논문집)

The Society of Naval Architects of Korea (대한조선학회)
권호 표지
DOI QR코드

DOI QR Code

Development of Data Mining Tool for the Utilization of Shipbuilding Knowledge based on Genetic Programming

조선설계에서의 데이터 해석 및 활용을 위한 데이터 마이닝 도구 개발

  • Lee, Kyung-Ho (Department of Naval Architecture and Ocean Engineering, Inha University) ;
  • Park, Jong-Hoon (Department of Naval Architecture and Ocean Engineering, Inha University) ;
  • Choi, Young-Bok (Daewoo Shipbuilding and Marine Engineering Corporation) ;
  • Jang, Young-Hoon (Daewoo Shipbuilding and Marine Engineering Corporation) ;
  • Oh, June (Department of Naval Architecture and Ocean Engineering, Inha University)
  • 이경호 (인하대학교 선박해양공학과) ;
  • 박종훈 (인하대학교 선박해양공학과) ;
  • 최영복 (대우조선해양 (주)) ;
  • 장영훈 (대우조선해양 (주)) ;
  • 오준 (인하대학교 선박해양공학과)
  • Published : 2006.12.20
Download PDF
⟨ Previous Next ⟩

Abstract

As development of information technology, companies stress the need of knowledge management. Companies construct ERP system including knowledge management. But, it is not easy to formalize knowledge in organization. They experience that constructing information system help knowledge management. Now, we focus on engineering knowledge. Because engineering data contains experts' experience and know-how in its own, engineering knowledge is a treasure house of knowledge. Korean shipyards are leader of world shipbuilding industry. They have accumulated a store of knowledge and data. But, they don't have data mining tool to utilize accumulated data. This paper treats development of data mining tools for the utilization of shipbuilding knowledge based on genetic programming(GP).

Keywords

References

  1. 박우창, 승현우, 용환승, 최기현, 2004, 데이터 마이닝, 자유 아카데미, 서울
  2. 이경호, 손미애, 2004, '차세대 성정동력과 조선산업(어떻게 해야 하나? How-to=do) ; 표준화와 기술지식관리,' 대한조선학회 학회지, 제 41권, 제 3호, pp. 15-26
  3. 이경호, 연윤석, 2005, '데이터 마이닝 개념에 의한 조선 분야 데이터의 해석 및 활용 기법 연구,' CAD/CAM 학회 학술발표회 논문집, Knowledge Engineering I, pp. 110-115
  4. 이경호, 연윤석, 양영순, 2004, '데이터 마이닝을 위한 다항식기반의 유전적 프로그램밍 기법과 조선분야 응용,' 대한조선학회 춘계학술대회 논문집, pp. 845-850
  5. 이경호, 연윤석, 양영순, 2005a, '조선 기술지식 활용을 위한 데이터 마이닝 기법의 적용,' 한국해양과학기술협의회 공동학술대회, Vol. 2005, No. 1, pp. 375-380
  6. 이경호, 연윤석, 양영순, 2005b, '조선분야의 축적된 데이터 활용을 위한 유전적 프로그래밍에서의 선형 모델개발,' 대한조선학회 논문집, 제 42권, 제 5호, pp. 309-405
  7. Gray G.J., Murray D.J. and Sharman K.C., 1996, 'Structural System Identification using Genetic Programming and a Mlock Diagram oriented Simulation Tool,' Electronics Letters, Vol. 32, pp 1422-1424 https://doi.org/10.1049/el:19960888
  8. Koza, J.R., 1992, Genetic Programming: On the Programming of Computers by Means of Natural Selection, The MIT Press