利用GPS轨迹对大学生日常活动的初步研究

Y. Wang, Changqing Huang, J. Shan
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引用次数: 1

摘要

GPS轨迹可以追踪空间中的运动物体,代表现实世界中个体载体的移动性,为研究城市时空地理学中人类活动提供了一种新的方法。本文提出了一种基于GPS轨迹的大学生活动模式探索的参考工作流程,并进行了实验。我们将这些轨迹划分为停留点和移动子轨迹,并根据停留点的属性和载体的一些基本信息分析活动的潜在趋势。通过与传统问卷调查结果的比较,我们得出了GPS轨迹对人类行为挖掘非常有益的结论。
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An initial study on college students' daily activities using GPS trajectories
As GPS trajectories trace the moving objects in space and represent the mobility of individual carriers in real-world, it provides a new method for researchers to study human activities in urban time-space geography. This paper proposes a referential workflow to explore the pattern of college students' activities based on GPS trajectories and gives a trial experiment. We divide the trajectories into stay-and-move sub-trajectories, and analyze the potential trend of activities based on the attributes of the stay points as well as some basic information of the carriers. After comparing with the results collected from the traditional questionnaire, we approach the conclusion that GPS trajectories could be very beneficial for human behavior mining.
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