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A Universal Model of Commuting Networks

We show that a recently proposed model generates accurate commuting networks on 80 case studies from different regions of the world (Europe and United-States) at different scales (e.g. municipalities, counties, regions). The model takes as input the number of commuters coming in and out of each geog...

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Detalles Bibliográficos
Autores principales: Lenormand, Maxime, Huet, Sylvie, Gargiulo, Floriana, Deffuant, Guillaume
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3462197/
https://www.ncbi.nlm.nih.gov/pubmed/23049691
http://dx.doi.org/10.1371/journal.pone.0045985
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author Lenormand, Maxime
Huet, Sylvie
Gargiulo, Floriana
Deffuant, Guillaume
author_facet Lenormand, Maxime
Huet, Sylvie
Gargiulo, Floriana
Deffuant, Guillaume
author_sort Lenormand, Maxime
collection PubMed
description We show that a recently proposed model generates accurate commuting networks on 80 case studies from different regions of the world (Europe and United-States) at different scales (e.g. municipalities, counties, regions). The model takes as input the number of commuters coming in and out of each geographic unit and generates the matrix of commuting flows between the units. The single parameter of the model follows a universal law that depends only on the scale of the geographic units. We show that our model significantly outperforms two other approaches proposing a universal commuting model [1], [2], particularly when the geographic units are small (e.g. municipalities).
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spelling pubmed-34621972012-10-05 A Universal Model of Commuting Networks Lenormand, Maxime Huet, Sylvie Gargiulo, Floriana Deffuant, Guillaume PLoS One Research Article We show that a recently proposed model generates accurate commuting networks on 80 case studies from different regions of the world (Europe and United-States) at different scales (e.g. municipalities, counties, regions). The model takes as input the number of commuters coming in and out of each geographic unit and generates the matrix of commuting flows between the units. The single parameter of the model follows a universal law that depends only on the scale of the geographic units. We show that our model significantly outperforms two other approaches proposing a universal commuting model [1], [2], particularly when the geographic units are small (e.g. municipalities). Public Library of Science 2012-10-01 /pmc/articles/PMC3462197/ /pubmed/23049691 http://dx.doi.org/10.1371/journal.pone.0045985 Text en © 2012 Lenormand 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
Lenormand, Maxime
Huet, Sylvie
Gargiulo, Floriana
Deffuant, Guillaume
A Universal Model of Commuting Networks
title A Universal Model of Commuting Networks
title_full A Universal Model of Commuting Networks
title_fullStr A Universal Model of Commuting Networks
title_full_unstemmed A Universal Model of Commuting Networks
title_short A Universal Model of Commuting Networks
title_sort universal model of commuting networks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3462197/
https://www.ncbi.nlm.nih.gov/pubmed/23049691
http://dx.doi.org/10.1371/journal.pone.0045985
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