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Information Dynamics in Urban Crime

Information production in both space and time has been highlighted as one of the elements that shapes the footprint of complexity in natural and socio-technical systems. However, information production in urban crime has barely been studied. This work copes with this problem by using multifractal an...

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Detalles Bibliográficos
Autores principales: Melgarejo, Miguel, Obregon, Nelson
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512449/
https://www.ncbi.nlm.nih.gov/pubmed/33266598
http://dx.doi.org/10.3390/e20110874
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author Melgarejo, Miguel
Obregon, Nelson
author_facet Melgarejo, Miguel
Obregon, Nelson
author_sort Melgarejo, Miguel
collection PubMed
description Information production in both space and time has been highlighted as one of the elements that shapes the footprint of complexity in natural and socio-technical systems. However, information production in urban crime has barely been studied. This work copes with this problem by using multifractal analysis to characterize the spatial information scaling in urban crime reports and nonlinear processing tools to study the temporal behavior of this scaling. Our results suggest that information scaling in urban crime exhibits dynamics that evolve in low-dimensional chaotic attractors, and this can be observed in several spatio-temporal scales, although some of them are more favorable than others. This evidence has practical implications in terms of defining the characteristic scales to approach urban crime from available data and supporting theoretical perspectives about the complexity of urban crime.
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spelling pubmed-75124492020-11-09 Information Dynamics in Urban Crime Melgarejo, Miguel Obregon, Nelson Entropy (Basel) Article Information production in both space and time has been highlighted as one of the elements that shapes the footprint of complexity in natural and socio-technical systems. However, information production in urban crime has barely been studied. This work copes with this problem by using multifractal analysis to characterize the spatial information scaling in urban crime reports and nonlinear processing tools to study the temporal behavior of this scaling. Our results suggest that information scaling in urban crime exhibits dynamics that evolve in low-dimensional chaotic attractors, and this can be observed in several spatio-temporal scales, although some of them are more favorable than others. This evidence has practical implications in terms of defining the characteristic scales to approach urban crime from available data and supporting theoretical perspectives about the complexity of urban crime. MDPI 2018-11-14 /pmc/articles/PMC7512449/ /pubmed/33266598 http://dx.doi.org/10.3390/e20110874 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Melgarejo, Miguel
Obregon, Nelson
Information Dynamics in Urban Crime
title Information Dynamics in Urban Crime
title_full Information Dynamics in Urban Crime
title_fullStr Information Dynamics in Urban Crime
title_full_unstemmed Information Dynamics in Urban Crime
title_short Information Dynamics in Urban Crime
title_sort information dynamics in urban crime
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512449/
https://www.ncbi.nlm.nih.gov/pubmed/33266598
http://dx.doi.org/10.3390/e20110874
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