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Construction and analysis of a chemical accidents causation network based on text mining: Evidence from China | Synapse
March 3, 2026
Construction and analysis of a chemical accidents causation network based on text mining: Evidence from China
SL
Siwei Lou
Guangzhou University
SY
Shuang Yao
Key Points
Chemical accidents causation network utilizes text mining for risk evaluation, enhancing awareness.
Key risk factors identified include operator error and inadequate safety protocols, impacting incident frequency.
Analysis employs text mining techniques on accident reports to construct a detailed causation network.
Findings support the need for improved safety measures in chemical industries to mitigate risks.
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Lou et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76640badf0bb9e87dc52a
https://doi.org/https://doi.org/10.1016/j.jlp.2026.105942