Forecasting occupational safety performance and mining text-based association rules for incident occurrences

Abhishek Verma,Krantiraditya Dhalmahapatra,J. Maiti

Safety Science（2023）

引用 5|浏览13

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摘要

•Textual incident investigation reports are analyzed.•ARIMA time series model is used to forecast the incident occurrences.•Forecasting helped in finding underperforming workplace.•Text-based association rule mining is used to explore the causal factors.•Integrated methodology may aid practitioners in designing actionable interventions.

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关键词

ARIMA model,Forecasting,Association rule mining,Text mining,Incident data analysis

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