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  • 标题:Análisis bayesiano de factores de riesgo de accidente en trabajos de movimientos de tierras
  • 本地全文:下载
  • 作者:J. F. García ; J. E. Martín ; S. Gerassis
  • 期刊名称:Informes de la Construcción
  • 印刷版ISSN:0020-0883
  • 电子版ISSN:1988-3234
  • 出版年度:2017
  • 卷号:69
  • 期号:546
  • 页码:1-8
  • DOI:10.3989/ic.15.154
  • 出版社:Consejo Superior de Investigaciones Científicas
  • 摘要:This paper analyses the characteristics of earthmoving operations involving a workplace accident. Bayesian networks were used to identify the factors that best predicted potential risk situations. Inference studies were then conducted to analyse the interplay between different risk factors. We demonstrate the potential of Bayesian networks to describe workplace contexts and predict risk situations from a safety and production planning perspective.
  • 其他摘要:This paper analyses the characteristics of earthmoving operations involving a workplace accident. Bayesian networks were used to identify the factors that best predicted potential risk situations. Inference studies were then conducted to analyse the interplay between different risk factors. We demonstrate the potential of Bayesian networks to describe workplace contexts and predict risk situations from a safety and production planning perspective.
  • 关键词:obra civil; movimiento de tierras; gestión de la seguridad; evaluación de riesgos; redes bayesianas; minería de datos
  • 其他关键词:civil works; earthmoving; safety management; risk assessment; Bayesian networks; data mining
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