Sectoral patterns of accident process for occupational safety using narrative texts of OSHA database

Y Suh - Safety science, 2021 - Elsevier
The narrative text analytics has recently focused on identifying an accident process in the
various fields of safety such as manufacturing, construction, chemicals, and service. In …

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 …

Integration of SOM and PCA for Analyzing Sports Economic Data and Designing a Management System

L Cao - Mathematical Problems in Engineering, 2022 - Wiley Online Library
Currently, sports economic data have attracted more attention because they normally exist
with a high dimensionality manner that reflects the historical behavior and the potential …

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 …

Correlational Structure Modelling for Fall Accident Risk Factors of Portable Ladders Using Co-occurrence Keyword Networks

JM Hwang, SW Shin - Journal of the Korean Society of Safety, 2021 - koreascience.kr
The main purpose of accident analysis is to identify the causal factors and the mechanisms
of those factors leading to the accident. However, current accident analysis techniques focus …

[HTML][HTML] Text mining techniques to identify causes and hazards of ship fire accidents

B Kim, KI Hwang - J. Mar. Eng. Technol, 2020 - e-jamet.org
Abstract SOLAS regulation II-2/17 (MSC/Circ. 1002) allows the use of performance-based
fire engineering design to demonstrate that design solutions not complying with traditional …

Machine Learning Approach to Classifying Fatal and Non-Fatal Accidents in Industries

S Kang, SR Chang, Y Suh - Journal of the Korean Society of Safety, 2021 - koreascience.kr
As the prevention of fatal accidents is considered an essential part of social responsibilities,
both government and individual have devoted efforts to mitigate the unsafe conditions and …

Text mining-based Data Preprocessing and Accident Type Analysis for Construction Accident Analysis

YG Yoon, JY Lee, TK Oh - Journal of the Korean Society of Safety, 2022 - koreascience.kr
Construction accidents are difficult to prevent because several different types of activities
occur simultaneously. The current method of accident analysis only indicates the number 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 …