意大利大城市的生与死:一个手机数据的视角

Marco De Nadai, Jacopo Staiano, Roberto Larcher, N. Sebe, D. Quercia, B. Lepri
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引用次数: 171

摘要

《美国大城市的死与生》写于1961年,现在是城市规划领域最具影响力的书籍之一。简·雅各布斯在书中提出了促进城市生活的四个条件。然而,这些条件直到最近才得到实证检验。这主要是因为很难收集有关“城市生活”的数据。首尔市最近通过调查收集了空前规模的行人活动,这一努力跨越了十多年,使研究人员能够进行第一次成功测试雅各布斯条件的研究。在本文中,我们确定了一个有价值的替代活动调查数据的冗长和昂贵的收集:移动电话数据。我们从这些数据中提取人类活动,从意大利人口普查和开放街道地图中收集土地使用和社会人口统计信息,并在六个意大利城市测试了四种条件。尽管这些城市与雅各布斯提出条件的地方(即美国大城市)以及最近测试的地方(即亚洲城市首尔)非常不同,但我们发现这些条件确实也与意大利的城市生活有关。我们的方法有望对城市研究产生重大影响,尤其是因为,如果被复制,它将有可能在规模上测试雅各布斯的理论。
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The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective
The Death and Life of Great American Cities was written in 1961 and is now one of the most influential book in city planning. In it, Jane Jacobs proposed four conditions that promote life in a city. However, these conditions have not been empirically tested until recently. This is mainly because it is hard to collect data about "city life". The city of Seoul recently collected pedestrian activity through surveys at an unprecedented scale, with an effort spanning more than a decade, allowing researchers to conduct the first study successfully testing Jacobs's conditions. In this paper, we identify a valuable alternative to the lengthy and costly collection of activity survey data: mobile phone data. We extract human activity from such data, collect land use and socio-demographic information from the Italian Census and Open Street Map, and test the four conditions in six Italian cities. Although these cities are very different from the places for which Jacobs's conditions were spelled out (i.e., great American cities) and from the places in which they were recently tested (i.e., the Asian city of Seoul), we find those conditions to be indeed associated with urban life in Italy as well. Our methodology promises to have a great impact on urban studies, not least because, if replicated, it will make it possible to test Jacobs's theories at scale.
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