Human Mobility: Models and Applications

Abstract : Recent years have witnessed an explosion of extensive geolocated datasets related to human movement, enabling scientists to quantitatively study individual and collective mobility patterns, and to generate models that can capture and reproduce the spatiotem-poral structures and regularities in human trajectories. The study of human mobility is especially important for applications such as estimating migratory flows, traffic forecasting , urban planning, and epidemic modeling. In this survey, we review the approaches developed to reproduce various mobility patterns, with the main focus on recent developments. This review can be used both as an introduction to the fundamental modeling principles of human mobility, and as a collection of technical methods applicable to specific mobility-related problems. The review organizes the subject by differentiating between individual and population mobility and also between short-range and long-range mobility. Throughout the text the description of the theory is intertwined with real-world applications.
Type de document :
Pré-publication, Document de travail
2017
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https://hal-cea.archives-ouvertes.fr/cea-01626252
Contributeur : Emmanuelle De Laborderie <>
Soumis le : lundi 30 octobre 2017 - 15:19:28
Dernière modification le : mardi 12 juin 2018 - 12:04:02
Document(s) archivé(s) le : mercredi 31 janvier 2018 - 13:08:42

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1710.00004.pdf
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  • HAL Id : cea-01626252, version 1

Citation

Hugo Barbosa-Filho, Marc Barthelemy, Gourab Ghoshal, Charlotte James, Maxime Lenormand, et al.. Human Mobility: Models and Applications. 2017. 〈cea-01626252〉

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