대한안전경영과학회:학술대회논문집 (Proceedings of the Safety Management and Science Conference)

대한안전경영과학회 (Korea Safety Management & Science)
권호 표지

웹 기반의 산업재해 예측시스템 개발에 관한 연구

A Study on Development of A Web-Based Forecasting System of Industrial Accidents

  • 임영문 (강릉대학교 산업시스템공학과) ;
  • 황영섭 (강릉대학교 산업시스템공학과) ;
  • 최요한 ((주)여한테크)
  • 발행 : 2007.11.17
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

Ultimate goal of this research is to develop a web-based forecasting system of industrial accidents. As an initial step for the purpose of this study, this paper provides a comparative analysis of 4 kinds of algorithms including CHAID, CART, C4.5, and QUEST. In addition, this paper presents the logical process for development of a forecasting system. Decision tree algorithm is utilized to predict results using objective and quantified data as a typical technique of data mining. The sample for this work was chosen from 10,536 data related to manufacturing industries during three years(2002$^{\sim}$2004) in korea.

키워드