Study on the Data-Mining Based Mechanism for the Occurrence of Ship Collision Accidents Caused by Human Factors

Abstract:

In order to effectively analyze the mechanism for the occurrence of ship collision accidents caused by human factors, an accident causing chain was constructed using the Bayesian network structure and the data mining algorithm. According to navigator's cognitive behavior forming process and human errors, the accident cause network structure was constructed using the Bayesian network structure by analyzing 120 typical cases about ship collision accidents caused by human factors; a collision accident cause chain was obtained by mining the frequent combination of human errors using data-mining based Apriori algorithm and JAVA programming language.

• Periodical: Applied Mechanics and Materials (Volume 686)
• Pages: 321-326
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.686.321
• Online since: October 2014
• Authors: Hong Xi Li*
• Keywords: Accidents Caused by Human Factors, Bayesian Network, Cause Chain, Collision Accident, Data Mining

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DOI: 10.1109/iita.2009.56