Chapter
Apr 26, 2012
Analysis of Multi-Dimensional Association Rule in Marine Casualties
Publication: ICTIS 2011: Multimodal Approach to Sustained Transportation System Development: Information, Technology, Implementation
Abstract
Based on a large number of real marine accidents, the elementary database of marine traffic accidents is constructed by fully investigated and sufficient survey and analysis, which is used as the source data of data mining. Then the multi-dimensional association rule and Apriori algorithm are introduced to explore the knowledge in accordance with the actual regulars so as to find out the preferential information behind a great quantity of maritime casualty causes. Consequently, the corresponding rules are obtained, and the research proves that technique of data mining is effective and prospective to apply to marine safety. It provides scientific grounds for the maritime traffic management and decision support.
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© 2011 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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Ph. D., Dalian Maritime University, Linghai Road 1#, Dalian, Liaoning, 116026.E-mail: [email protected]
Zhengjiang Liu
Professor, Dalian Maritime University, Linghai Road 1#, Dalian, Liaoning, 116026
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ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
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Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.