산업용 기계 및 기구 관련 산업재해 원인분석 = Cause Analysis of Accidents Associated with Industrial Machines and Devices

다국어 초록 (Multilingual Abstract)

Cause analysis of accidents associated with industrial machines and devices is essential to improve the effectiveness and the efficiency of industrial safety system in Korea. This study focuses on cause analysis of accidents associated with industrial machines and devices. In particular, analysis of abstracts of accidents which are written in descriptive format and, therefore, inherently unstructured and exhibits characteristics of big data is suggested and tested. Automatic analysis of such big data performed in this study reveals the consistent results with the manual analysis results in previous studies. Analysis results also suggest that incorporating transition from the current user-oriented indirect regulations to more manufacturer and user balanced direct regulations will guarantee more effective prevention of industrial accidents at the early stage of generation of danger.

참고문헌 (Reference)

1 최기흥, "산업재해 원인분석의 신뢰도 제고방안 연구" 한국안전학회 29 (29): 1-8, 2014

2 최기흥, "산업용 위험기계⋅기구 의무 및 임의 안전인증의 효과 및 균형" 한국안전학회 31 (31): 7-12, 2016

3 최기흥, "산업용 기계 제조자와 사용자 대상 직접규제의 균형과 실효성 분석" 한국안전학회 30 (30): 1-7, 2015

4 "Yearly Industrial Accident Analysis Report, KOSHA, 2008-2014"

5 최기흥, "Effectiveness of Direct Safety Regulations on Manufacturers and Users of Industrial Machines: Its Implications on Industrial Safety Policies in Republic of Korea" 한국산업안전보건공단 산업안전보건연구원 8 (8): 59-66, 2017

6 Ministry of Employment and Labor, Korea, "Classification of Causes of Deaths in Industrial Accidents"