利用GPS轨迹数据和基于图形的方法分析大学生校园流动模式

Fa Li, Xi Long, Shenglan Du, Jiawen Zhang, Zizheng Liu, Moying Li, Feng Li, Zhipeng Gui, Hanruo Yu
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引用次数: 7

摘要

大学生是一个特殊的群体,有着独特的流动模式。通过GPS轨迹建模大学生校园移动行为的时空格局,利用基于图形的方法检测和分析大学生的主要日常行为、优先行为和异常行为。本研究的潜在结果将有助于校园安全监测和更好地了解学生的移动行为。
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Analyzing campus mobility patterns of college students by using GPS trajectory data and graph-based approach
College students are a special group of people which have unique mobility patterns. By modeling the spatiotemporal patterns of college students' mobility behavior on campus through GPS trajectory, this paper aims to detect and analyze students' major daily behaviors, their priorities, and also abnormal behaviors using a graph-based approach. The potential outcome of this research would be helpful for campus safety monitoring and also for achieving a better understanding of students' mobility behaviors.
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