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CHAID 알고리즘을 이용한 산업재해 특성분석 KCI 등재

A Feature Analysis of Industrial Accidents Using CHAID Algorithm

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  • URLhttps://db.koreascholar.com/Article/Detail/245293
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대한안전경영과학회지 (Journal of Korea Safety Management & Science)
대한안전경영과학회 (Korea Safety Management & Science)
초록

The main objective of the statistical analysis about industrial accidents is to find out what is the dangerous factor in its own industrial field so that it is possible to prevent or decrease the number of the possible accidents by educating those who work in the fields for safety tools. However, so far, there is no technique of quantitative evaluation on danger. Almost all previous researches as to industrial accidents have only relied on the frequency analysis such as the analysis of the constituent ratio on accidents. As an application of data mining technique, this paper presents analysis on the efficiency of the CHAID algorithm to classify types of industrial accidents data and thereby identifies potential weak points in accident risk grouping.

저자
  • 임영문 | Leem, Young-Moon
  • 황영섭 | Hwang, Young-Seob