Kernel Principal Component Analysis on Human Factors in Vessel Traffic Safety

摘要：

In the field of shipping industry, human factor(HF) is the most important one which affects maritime safety. On the framework of caused factors in the ships safety system, the key elements in human factors were discussed to describe the principal factor of ships incidents. The model was involved to key elements in caused factors in human factor of vessel traffic incidents using the algorithms of principal component analysis(PCA) and kernel principal component analysis (KPCA). On basis of statistical data about ships traffic incidents or accidents or causalities in Fujian coastal area during the period of 2000 to 2006, some conclusions about the special elements can be conducted that some suggestions can be helpful for maritime safety.

关键词： Risk assessment human factors principal component analysis kernel principal component analysis

作者: HAO Yanbin HU Shenping REN Lei CHEN Zhiyu

作者单位: Merchant Marine College, Shanghai Maritime University, Shanghai 200135, China

会议类型: 国际会议

会议名称: The 2nd International Conference on Risk Analysis and Crisis Response(第二届风险分析与危机反应国际学术研讨会)

会议地点: 北京

会议语种:英文

页码: 586-591

在线出版日期: 2009-10-19（万方平台首次上网日期，不代表论文的发表时间）