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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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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. |
format | Online Article Text |
id | pubmed-3362592 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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