KOREASCHOLAR

산업재해 데이터의 분석 및 분류를 위한 정확도 성능 평가 Evaluation on Performance of Accuracy for Analysis and Classification of Data Related to Industrial Accidents

임영문, 황영섭
  • 언어KOR
  • URLhttp://db.koreascholar.com/Article/Detail/368756
대한안전경영과학회 학술대회
2006년도 대한안전경영과학회/한국사이버테러정보전 춘계학술대회 (2006.04)
pp.51-56
대한안전경영과학회 (Korea Safety Management & Science)
초록

The main objective of this study is to provide feature analysis of industrial accidents in manufacturing industries using CHAID algorithm. In this study, data on 10,536 accidents were analyed to create risk groups, Including the risk of disease and accident. The sample for this work chosen from data related to manufacturing industries during three years (2002~2004) in Korea. The resulting classification rules have been incorporated into development of a developed database tool to help quantify associated risks and act as an early warning system to individual industrial accident in manufacturing industries.

키워드
Data Mining TechniquesROC ChartLift ChartResponse Threshold
목차
Abstract
 1. 서론
 2. 연구내용 및 방법
  2.1 Decision Tree
  2.2 CHAID Algorithm
 3. 분석결과
  3.1 데이터 분석
  3.2 이익도표 (Gains Chart) 분석
 4. 특성분석 고찰
 5. 결론 및 추후연구
 6. 참고문헌
저자
  • 황영섭 | Hwang Young Seob
  • 임영문 | Leem Young Moon