利用GPS轨迹对大学生日常活动的初步研究

Y. Wang, Changqing Huang, J. Shan
{"title":"利用GPS轨迹对大学生日常活动的初步研究","authors":"Y. Wang, Changqing Huang, J. Shan","doi":"10.1109/GEOINFORMATICS.2015.7378686","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":371399,"journal":{"name":"2015 23rd International Conference on Geoinformatics","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"An initial study on college students' daily activities using GPS trajectories\",\"authors\":\"Y. Wang, Changqing Huang, J. Shan\",\"doi\":\"10.1109/GEOINFORMATICS.2015.7378686\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":371399,\"journal\":{\"name\":\"2015 23rd International Conference on Geoinformatics\",\"volume\":\"14 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-06-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 23rd International Conference on Geoinformatics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/GEOINFORMATICS.2015.7378686\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 23rd International Conference on Geoinformatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GEOINFORMATICS.2015.7378686","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信