Proceedings of the Safety Management and Science Conference (대한안전경영과학회:학술대회논문집)
- 2007.11a
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- Pages.269-274
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- 2007
A Study on Development of A Web-Based Forecasting System of Industrial Accidents
웹 기반의 산업재해 예측시스템 개발에 관한 연구
- Published : 2007.11.17
Abstract
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