城市节奏研究中的移动电话数据:一个分析框架

IF 1.8 2区 社会学 Q2 GEOGRAPHY
M. Svéda, M. Madajová, Peter Barlík, F. Križan, P. Suska
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引用次数: 6

摘要

摘要手机数据被认为是监测和测量人口时空活动最有前途的信息来源之一。如今,大容量的手机数据集被广泛应用于监测城市人口的日常生活和检查城市环境的结构。在本文中,我们讨论并开发了一种方法论程序,该程序使用这些数据来观察斯洛伐克布拉迪斯拉发人类存在的时间差异。该研究基于斯洛伐克所有主要移动网络运营商的信令交换每小时记录(VLR数据)的大规模数据集。移动网络基础设施的记录被用作城市层面复杂人类活动的合适代理变量,因为它们捕捉了各种空间实践,而不仅仅是一些特定的活动(给定场所的工作周期、购物和类似事件)。这种方法允许使用移动网络小区的日日志活动曲线对城市空间进行分类。布拉迪斯拉发的六种时间类型被确定,这些类型可能被指定为城市计时城市的例子。结果显示了所提出的方法在测量城市中的地点时间性和利用地理参考手机数据监测城市环境方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mobile phone data in studying urban rhythms: Towards an analytical framework
Abstract Mobile phone data are considered one of the most promising information sources for monitoring and measuring the spatio-temporal activities of the population. Today, large-volume mobile phone datasets are widely applied to monitor the daily life of the urban population and to examine the structuring of the urban environment. In this paper, we discuss and develop a methodological procedure that uses such data to observe temporal differences of human presence in Bratislava, Slovakia. The study is based on a large-scale dataset of hourly records of signalling exchanges (VLR data) from all major mobile network operators in Slovakia. The records of the mobile network infrastructure are used as a suitable proxy variable for complex human activity at the city level, in the sense that they capture various kinds of spatial practices, and not only some specific activities (work cycle of a given locale, shopping, and similar events). Such an approach allows the classification of urban space using diurnal logs activity curves of mobile network cells. Six temporality types in Bratislava were identified, which may be designated as examples of an urban chronopolis. The results show the potential of the proposed method for measuring place temporality in cities and monitoring the urban environment with geo-referenced mobile phone data.
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来源期刊
CiteScore
4.10
自引率
4.00%
发文量
14
期刊介绍: Moravian Geographical Reports je mezinárodní časopis, publikovaný v anglickém jazyce od roku 1993 Ústavem geoniky Akademie věd ČR. Publikuje příspěvky geografů a odborníků příbuzných disciplin včetně geověd a geoekologie, které mají výraznou regionální orientaci. Základní otázku, před níž stojí v současné době tito odborníci, lze položit následovně: „Jaká je úloha regionů a lokalit v globalizované společnosti, daném geografickém měřítku a jak ji můžeme hodnotit?“
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