Predicting types of occupational accidents at construction sites in Korea using random forest model
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DOI: 10.1016/j.ssci.2019.06.034
Abstract: Abstract Although industrial accident rates are gradually decreasing in Korea, the construction industry's accident rate is still higher compared with other industries. Human errors, mentally unstable workers, insufficient safety training, and safety policy affect the… read more here.
Keywords: construction sites; accident types; construction; model ... See more keywords
Evaluation and comparison of selected methodologies to investigate occupational accidents.
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DOI: 10.3233/wor-211297
Abstract: BACKGROUND The choice of the "right" methodology to carry out the occupational accident investigation process is not an easy task. Each methodology has different conceptual and practical characteristics. The choice will depend to a large… read more here.
Keywords: evaluation; methodology; accident; occupational accident ... See more keywords
A Study on Data Pre-Processing and Accident Prediction Modelling for Occupational Accident Analysis in the Construction Industry
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DOI: 10.3390/app10217949
Abstract: In the construction industry, it is difficult to predict occupational accidents because various accident characteristics arise simultaneously and organically in different types of work. Furthermore, even when analyzing occupational accident data, it is difficult to… read more here.
Keywords: construction; accident; accident prediction; occupational accident ... See more keywords