Comparing General Mobility and Mobility by Car

L. Pappalardo, F. Simini, S. Rinzivillo, D. Pedreschi, F. Giannotti
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引用次数: 8

Abstract

In the last years, the emergence of big data led scientists from diverse disciplines toward the study of the laws underlying human mobility. Although these recent discoveries have shed light on very interesting and fascinating aspects about people movements, they are generally focused on global and general mobility patterns. For this reason, they do not necessarily capture phenomena related to specific types of mobility, such as mobility by car, by public transportations means, by foot and so on. In this work, we aim to compare general human mobility with mobility expressed by a specific conveyance, trying to address the following question: What are the differences between general mobility and mobility by car? To answer this question, we present the results of an analysis performed on a big mobile phone dataset and on a GPS dataset storing information about car travels in Italy.
比较一般机动性和汽车机动性
在过去的几年里,大数据的出现使得来自不同学科的科学家开始研究人类流动的规律。虽然这些最近的发现揭示了关于人口流动非常有趣和迷人的方面,但它们通常集中在全球和一般的流动模式上。因此,它们不一定能捕捉到与特定类型的流动性有关的现象,如汽车、公共交通工具、步行等的流动性。在这项工作中,我们的目标是比较一般的人类机动性和特定交通工具所表达的机动性,试图解决以下问题:一般机动性和汽车机动性之间有什么区别?为了回答这个问题,我们展示了对一个大型手机数据集和一个存储意大利汽车旅行信息的GPS数据集进行分析的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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