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Railway accident causation analysis: Current approaches, challenges and potential solutions.

Wei-Ting Hong1, Geoffrey Clifton1, John D Nelson1

  • 1Institute of Transport and Logistics Studies (ITLS), The University of Sydney Business School, The University of Sydney, NSW 2006, Australia.

Accident; Analysis and Prevention
|March 29, 2023
PubMed
Summary

Analyzing railway accident causes often relies on labor-intensive text analysis. Natural Language Processing (NLP) offers a solution for large datasets, but a lack of shared data hinders its implementation in railway safety.

Keywords:
Causation analysisNatural Language Processing (NLP)Railway accidentScoping reviewTextual data

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