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A Tale of Many Cities: Universal Patterns in Human Urban Mobility

The advent of geographic online social networks such as Foursquare, where users voluntarily signal their current location, opens the door to powerful studies on human movement. In particular the fine granularity of the location data, with GPS accuracy down to 10 meters, and the worldwide scale of Fo...

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Detalles Bibliográficos
Autores principales: Noulas, Anastasios, Scellato, Salvatore, Lambiotte, Renaud, Pontil, Massimiliano, Mascolo, Cecilia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3362592/
https://www.ncbi.nlm.nih.gov/pubmed/22666339
http://dx.doi.org/10.1371/journal.pone.0037027
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author Noulas, Anastasios
Scellato, Salvatore
Lambiotte, Renaud
Pontil, Massimiliano
Mascolo, Cecilia
author_facet Noulas, Anastasios
Scellato, Salvatore
Lambiotte, Renaud
Pontil, Massimiliano
Mascolo, Cecilia
author_sort Noulas, Anastasios
collection PubMed
description The advent of geographic online social networks such as Foursquare, where users voluntarily signal their current location, opens the door to powerful studies on human movement. In particular the fine granularity of the location data, with GPS accuracy down to 10 meters, and the worldwide scale of Foursquare adoption are unprecedented. In this paper we study urban mobility patterns of people in several metropolitan cities around the globe by analyzing a large set of Foursquare users. Surprisingly, while there are variations in human movement in different cities, our analysis shows that those are predominantly due to different distributions of places across different urban environments. Moreover, a universal law for human mobility is identified, which isolates as a key component the rank-distance, factoring in the number of places between origin and destination, rather than pure physical distance, as considered in some previous works. Building on our findings, we also show how a rank-based movement model accurately captures real human movements in different cities.
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spelling pubmed-33625922012-06-04 A Tale of Many Cities: Universal Patterns in Human Urban Mobility Noulas, Anastasios Scellato, Salvatore Lambiotte, Renaud Pontil, Massimiliano Mascolo, Cecilia PLoS One Research Article The advent of geographic online social networks such as Foursquare, where users voluntarily signal their current location, opens the door to powerful studies on human movement. In particular the fine granularity of the location data, with GPS accuracy down to 10 meters, and the worldwide scale of Foursquare adoption are unprecedented. In this paper we study urban mobility patterns of people in several metropolitan cities around the globe by analyzing a large set of Foursquare users. Surprisingly, while there are variations in human movement in different cities, our analysis shows that those are predominantly due to different distributions of places across different urban environments. Moreover, a universal law for human mobility is identified, which isolates as a key component the rank-distance, factoring in the number of places between origin and destination, rather than pure physical distance, as considered in some previous works. Building on our findings, we also show how a rank-based movement model accurately captures real human movements in different cities. Public Library of Science 2012-05-29 /pmc/articles/PMC3362592/ /pubmed/22666339 http://dx.doi.org/10.1371/journal.pone.0037027 Text en Noulas et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Noulas, Anastasios
Scellato, Salvatore
Lambiotte, Renaud
Pontil, Massimiliano
Mascolo, Cecilia
A Tale of Many Cities: Universal Patterns in Human Urban Mobility
title A Tale of Many Cities: Universal Patterns in Human Urban Mobility
title_full A Tale of Many Cities: Universal Patterns in Human Urban Mobility
title_fullStr A Tale of Many Cities: Universal Patterns in Human Urban Mobility
title_full_unstemmed A Tale of Many Cities: Universal Patterns in Human Urban Mobility
title_short A Tale of Many Cities: Universal Patterns in Human Urban Mobility
title_sort tale of many cities: universal patterns in human urban mobility
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3362592/
https://www.ncbi.nlm.nih.gov/pubmed/22666339
http://dx.doi.org/10.1371/journal.pone.0037027
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