Construction of marine ship automatic identification system data mining platform based on big data

被引:7
作者
Lv, Shenmin [1 ]
机构
[1] Shan Dong Womens Univ, Jinan 250300, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
AIS data; cloud computing; distributed technology; big data; AIS;
D O I
10.3233/JIFS-179487
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to process massive Marine Ship Automatic Identification System (AIS) data in real time and extract the required information from it used for subsequent data mining and rule extraction, based on big data background, cloud computing and distributed technology are applied, and combined with data mining methods, the massive AIS data mining platform is designed and realized, and the ship trajectory is analyzed with big data. The research results show that the cloud computing distributed technology AIS data mining platform studied is feasible, which has practical value and significance.
引用
收藏
页码:1249 / 1255
页数:7
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