针对港口国监督(Port State Control,简称PSC)的数据化分析及管理工作还处于初探阶段,尤其是现代数据挖掘理念基本还未引入PSC数据分析等问题,以台湾岛4大港口施行的PSC工作所记录数据信息为背景,基于数据挖掘中关联规则的原理,提出一...针对港口国监督(Port State Control,简称PSC)的数据化分析及管理工作还处于初探阶段,尤其是现代数据挖掘理念基本还未引入PSC数据分析等问题,以台湾岛4大港口施行的PSC工作所记录数据信息为背景,基于数据挖掘中关联规则的原理,提出一套现实可行的数据化PSC决策支持算法,并据此算法得出详细的PSC工作指导性建议.在该方法的客观辅助下,可使工作人员的工作效率显著提高;经验不足的PSC工作人员,在没有其他有效信息的辅助下,可依据本算法导出的决策支持清单,找到一条理论上最优化的检查次序.展开更多
The lack of trust in the maritime industry has led to a variety of inspections onboard ships that are performed in the name of safety.This article is based on a combined dataset of port state control inspections and c...The lack of trust in the maritime industry has led to a variety of inspections onboard ships that are performed in the name of safety.This article is based on a combined dataset of port state control inspections and casualties for the time period 1999 to 2004 and identifies areas for improvement of port state control inspections.We use binary logistic regression on a dataset which is constructed of twin ships in order to better filter out effects associated with inspection variables such as deficiencies,time in-between inspections,detention or who inspected the vessel while incorporating a summary of ship’s inspection hi story.The model s suggest that there is some 1ack of fol1ow up on recti f- ying deficiencies that have been found during inspections.In addition, the results identify that the main areas of improvement of inspections are within the ISM code(International Safety Management Code) for tankers and general cargo vessels,ship and cargo operations and machinery and propulsion.In addition,the variable indicating detention does not seem to be significant for most models and time in-between inspections only seems to be relevant for serious casualties but not very serious casualties.展开更多
文摘针对港口国监督(Port State Control,简称PSC)的数据化分析及管理工作还处于初探阶段,尤其是现代数据挖掘理念基本还未引入PSC数据分析等问题,以台湾岛4大港口施行的PSC工作所记录数据信息为背景,基于数据挖掘中关联规则的原理,提出一套现实可行的数据化PSC决策支持算法,并据此算法得出详细的PSC工作指导性建议.在该方法的客观辅助下,可使工作人员的工作效率显著提高;经验不足的PSC工作人员,在没有其他有效信息的辅助下,可依据本算法导出的决策支持清单,找到一条理论上最优化的检查次序.
文摘The lack of trust in the maritime industry has led to a variety of inspections onboard ships that are performed in the name of safety.This article is based on a combined dataset of port state control inspections and casualties for the time period 1999 to 2004 and identifies areas for improvement of port state control inspections.We use binary logistic regression on a dataset which is constructed of twin ships in order to better filter out effects associated with inspection variables such as deficiencies,time in-between inspections,detention or who inspected the vessel while incorporating a summary of ship’s inspection hi story.The model s suggest that there is some 1ack of fol1ow up on recti f- ying deficiencies that have been found during inspections.In addition, the results identify that the main areas of improvement of inspections are within the ISM code(International Safety Management Code) for tankers and general cargo vessels,ship and cargo operations and machinery and propulsion.In addition,the variable indicating detention does not seem to be significant for most models and time in-between inspections only seems to be relevant for serious casualties but not very serious casualties.
