Does Urban Mobility Have a Daily Routine? Learning from the Aggregate Data of Mobile Networks

被引:185
作者
Sevtsuk, Andres [1 ]
Ratti, Carlo [2 ]
机构
[1] MIT, Dept Urban Studies & Planning, Cambridge, MA 02139 USA
[2] MIT, SENSEable City Lab, Cambridge, MA 02139 USA
关键词
TRAVEL BEHAVIOR;
D O I
10.1080/10630731003597322
中图分类号
TU98 [区域规划、城乡规划];
学科分类号
0814 ; 082803 ; 0833 ;
摘要
Does the distribution of Rome's population follow routine hourly, daily, or weekly patterns? And if it does, how do such patterns vary in different parts of the city? This paper reports on our investigation of the aggregate patterns of urban mobility in Rome, Italy for which we used novel data from a mobile phone operator. Unlike research that chartered urban mobility through individual travel surveys, our research determined the aggregate distribution of Rome's population over time by using the volume of call activity in mobile network cells as the unit of spatial analysis. In this paper, we first illustrate and confirm that there is significant regularity in urban mobility at different hours, days, and weeks. We then show how mobility between network cells differs at various times, and we account for the differences by using demographic, economic, and (built) environment indicators.
引用
收藏
页码:41 / 60
页数:20
相关论文
共 17 条
[1]  
AASA A, 2008, SOC POS METH 2008 TA
[2]  
AHAS R, 2005, TALLINN
[3]  
CNN, 2008, CNN 0604
[4]   Eigenbehaviors: identifying structure in routine [J].
Eagle, Nathan ;
Pentland, Alex Sandy .
BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY, 2009, 63 (07) :1057-1066
[5]   Travel and the built environment - A synthesis [J].
Ewing, R ;
Cervero, R .
LAND DEVELOPMENT AND PUBLIC INVOLVEMENT IN TRANSPORTATION: PLANNING AND ADMINISTRATION, 2001, (1780) :87-114
[6]   Understanding individual human mobility patterns [J].
Gonzalez, Marta C. ;
Hidalgo, Cesar A. ;
Barabasi, Albert-Laszlo .
NATURE, 2008, 453 (7196) :779-782
[7]  
HANSON S, 1988, TRANSPORTATION, V15, P111
[8]  
Hanson S., 2004, The geography of urban transportation, V3rd
[9]   Land use and travel behaviour: expected effects from the perspective of utility theory and activity-based theories [J].
Maat, K ;
van Wee, B ;
Stead, D .
ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2005, 32 (01) :33-46
[10]   Mobile landscapes: Using location data from cell phones for urban analysis [J].
Ratti, Carlo ;
Frenchman, Dennis ;
Pulselli, Riccardo Maria ;
Williams, Sarah .
ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2006, 33 (05) :727-748