On the development of risk factor map for accident analysis using textmining and self-organizing map (SOM) algorithms

S Kang, Y Suh - Journal of the Korean Society of Safety, 2018 - koreascience.kr
Report documents of industrial and occupational accidents have continuously been
accumulated in private and public institutes. Amongst others, information on narrative-texts …

Structuring Risk Factors of Industrial Incidents Using Natural Language Process

S Kang, SR Chang, J Lee, Y Suh - Journal of the Korean Society of …, 2021 - koreascience.kr
The narrative texts of industrial accident reports help to identify accident risk factors. They
relate the accident triggers to the sequence of events and the outcomes of an accident …

Development of MSDS Map for Visual Safety Management of Hazardous and Chemical Materials

M Shin, Y Suh - Journal of the Korean Society of Safety, 2019 - koreascience.kr
For preventing the accidents generated from the chemical materials, thus far, MSDS
(Material Safety Data Sheet) data have been made to notify how to use and manage the …

Monitoring Trends of Safety Technology Development of Industry Fields Using Patent Analysis

Y Choi, Y Suh - Journal of the Korean Society of Safety, 2020 - koreascience.kr
Along with the rapid development of industrial technology, the industrial structure has been
continuously changed. Accordingly, safety technologies have been gradually developed to …

산업안전보건종사자들의4 차산업혁명인식과준비도, 직무스트레스, 조직유효성의구조적관계연구

전다솜, 김현수 - 한국지역사회복지학, 2022 - dbpia.co.kr
직업군과 업무영역에 따라 4 차 산업혁명에 대한 인식과 준비정도가 다르겠지만, 신기술이
이끄는 산업현장의 변화는 다양한 관련 업계 종사자들에게 업무관련 스트레스로 다가올 수밖에 …

Analysis of Economic Indicators and Depression using Panel Data: based on data from 2018 to 2022

SM Woo, BH Kim - Advanced Industrial SCIence, 2024 - koreascience.kr
This study aims to analyze the impact of economic indicators (economic growth rate,
employment rate, inflation) on individuals' mental health, particularly the occurrence of …

[PDF][PDF] 교량건설문서의강화된XML 스키마매칭을위한인공신경망기반의요소가중치선정방안

박상일, 권태호, 박준원, 서경완… - 한국안전학회지(구산업 …, 2022 - koreascience.kr
Bridge engineering documents have essential contents that must be referenced
continuously throughout a structure's entire life cycle, but research related to the quality of …

Local outlier factor 와의사결정나무알고리즘을활용한이상사고주요원인분석

장우현 - 2020 - dbpia.co.kr
As industrial technology becomes more sophisticated and production process becomes
more precise and more complicated, it is becoming more difficult to analyze the process of …

[PDF][PDF] 유해화학물질의시각적안전관리를위한MSDS 지도개발

신명우 - 2020 - repository.pknu.ac.kr
For preventing the accidents generated from the chemical materials, thus far, MSDS
(Material Safety Data Sheet) data have been made to notify how to use and manage the …

재해분석을위한텍스트마이닝과SOM 기반위험요인지도개발

강성식, 서용윤 - 한국안전학회지, 2018 - dbpia.co.kr
Report documents of industrial and occupational accidents have continuously been
accumulated in private and public institutes. Amongst others, information on narrative-texts …