计算机应用研究2013，Vol.30Issue(9)：2704-2706,2710,4.DOI:10.3969/j.issn.1001-3695.2013.09.036
GPS位置历史挖掘和移动轨迹异常检测系统的设计与实现
Design and implementation of GPS location history data mining and anomalous detection system
摘要
Abstract
This paper designed and implemented a system for modeling GPS location history data and anomalous detection.This system could analyze and visualize the distribution of stopovers,movement sequences of moving objects,and the importance of the stopovers.By calculating and visualizing the movement sequences consistency,this system could discover common movement sequences and uncommon movement behaviors.It conducted experiments on the data collected from bar-headed geese captured in the Qinghai Lake region and discover three common movement sequences and three anomalous behaviors respectively which indicate the correctness of our system.关键词
公共模式/异常检测/移动序列相符性/斑头雁Key words
common movement sequences/ anomalous detection/ movement sequences consistency/ bar-headed geese分类
信息技术与安全科学引用本文复制引用
熊妍,罗泽,阎保平..GPS位置历史挖掘和移动轨迹异常检测系统的设计与实现[J].计算机应用研究,2013,30(9):2704-2706,2710,4.基金项目
国家自然科学基金资助项目(90912006) （90912006）
国家科技基础条件平台建设项目(BSDN2009-18) （BSDN2009-18）
