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A Comparison of College Students' Travel Patterns in Different Campuses Using Mobile Phone Positioning Data: A Case Study of Tongji University, China

机译:基于手机定位数据的大学生不同校园出行方式的比较:以同济大学为例

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Mobile communication network positioning (MCNP) technology was applied to study the off-campus travel patterns of college students. MCNP data was collected by smartphone app from 97 volunteers on Siping Campus and Jiading Campus of Tongji University for a period of 35 days. The students' travel characteristics are described by 3 measures, including daily activity frequency, number of distinct activity points, and travel distance from the campus. For students on Jiading Campus, their average daily activity frequency and travel distance from the campus are higher/larger than those of students on Siping Campus. The students' travel often happened during lunch and supper. The activity scopes of students on Jiading Campus are much larger than those of students on Siping Campus. Most students' travel depended on bus and metro. Finally, we studied their travel predictability by entropy method. We found that major and grade have a certain impact on their travel predictability.
机译:应用移动通信网络定位(MCNP)技术来研究大学生的校外出行方式。 MCNP数据是通过智能手机应用程序从同济大学四平校区和嘉定校区的97名志愿者中收集的,为期35天。学生的出行特征通过3种度量来描述,包括日常活动频率,不同活动点的数量以及距校园的旅行距离。对于嘉定校区的学生来说,他们的平均日常活动频率和到校区的出行距离要比四平校区的学生高/大。学生的旅行经常发生在午餐和晚餐期间。嘉定校区的学生活动范围比四平校区的学生活动范围大得多。大多数学生的旅行取决于公共汽车和地铁。最后,我们通过熵方法研究了它们的行程可预测性。我们发现专业和年级对其旅行可预测性有一定影响。

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