A Tale of One City: Using Cellular Network Data for Urban Planning
IEEE Pervasive ComputingPublished 1 April 2011
Richard A. Becker, Ramón Cáceres, Karrie Hanson, Ji Meng Loh, Simon Urbanek, Alexander Varshavsky
Citations274
SJR quartileQ3
SJR score0.38
SNIP0.69
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
TL;DR
CDR data from call detail records is used to analyze people flow in and out of a suburban city near New York City to help urban planners better understand city dynamics.
Abstract
Cellular data from call detail records can help urban planners better understand city dynamics. The authors use CDR data to analyze people flow in and out of a suburban city near New York City.
Keywords
Social SciencesEnvironmental Science
NatureUnderstanding individual human mobility patterns
6,079 Citations2008Marta C. González, César A. Hidalgo +1 more
The trajectory of 100,000 anonymized mobile phone users whose position is tracked for a six-month period is studied, finding that, in contrast with the random trajectories predicted by the prevailing Lévy flight and random walk models, human trajectories show a high degree of temporal and spatial regularity.
General Pharmacology The Vascular SystemThe visual display of quantitative information
5,120 Citations1985
ScienceLimits of Predictability in Human Mobility
3,190 Citations2010Chaoming Song, Zehui Qu +2 more
Analysis of the trajectories of people carrying cell phones reveals that human mobility patterns are highly predictable, and a remarkable lack of variability in predictability is found, which is largely independent of the distance users cover on a regular basis.
Environment and Planning B Planning and DesignMobile Landscapes: Using Location Data from Cell Phones for Urban Analysis
851 Citations2006Carlo Ratti, Dennis Frenchman +2 more
The ‘Mobile Landscapes' project is presented: an application in the metropolitan area of Milan, Italy, based on the geographical mapping of cell phone usage at different times of the day, which enables a graphic representation of the intensity of urban activities and their evolution through space and time.
IEEE Pervasive ComputingCellular Census: Explorations in Urban Data Collection
402 Citations2007Jonathan Reades, Francesco Calabrese +2 more
Here, it is explored how researchers might be able to use data for an entire metropolitan region to analyze urban dynamics.
Lecture notes in computer scienceThe Geography of Taste: Analyzing Cell-Phone Mobility and Social Events
276 Citations2010Francesco Calabrese, Francisco C. Pereira +3 more
It is shown that the origins of people attending an event are strongly correlated to the type of event, with implications in city management, since the knowledge of additive flows can be a critical information on which to take decisions about events management and congestion mitigation.
