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Complex Networks: a Mini-review

Network analysis is a powerful tool that provides us a fruitful framework to describe phenomena related to social, technological, and many other real-world complex systems. In this paper, we present a brief review about complex networks including fundamental quantities, examples of network models, a...

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Autor principal: Mata, Angélica Sousa da
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7357442/
http://dx.doi.org/10.1007/s13538-020-00772-9
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author Mata, Angélica Sousa da
author_facet Mata, Angélica Sousa da
author_sort Mata, Angélica Sousa da
collection PubMed
description Network analysis is a powerful tool that provides us a fruitful framework to describe phenomena related to social, technological, and many other real-world complex systems. In this paper, we present a brief review about complex networks including fundamental quantities, examples of network models, and the essential role of network topology in the investigation of dynamical processes as epidemics, rumor spreading, and synchronization. A quite of advances have been provided in this field, and many other authors also review the main contributions in this area over the years. However, we show an overview from a different perspective. Our aim is to provide basic information to a broad audience and more detailed references for those who would like to learn deeper the topic.
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spelling pubmed-73574422020-07-13 Complex Networks: a Mini-review Mata, Angélica Sousa da Braz J Phys General and Applied Physics Network analysis is a powerful tool that provides us a fruitful framework to describe phenomena related to social, technological, and many other real-world complex systems. In this paper, we present a brief review about complex networks including fundamental quantities, examples of network models, and the essential role of network topology in the investigation of dynamical processes as epidemics, rumor spreading, and synchronization. A quite of advances have been provided in this field, and many other authors also review the main contributions in this area over the years. However, we show an overview from a different perspective. Our aim is to provide basic information to a broad audience and more detailed references for those who would like to learn deeper the topic. Springer US 2020-07-13 2020 /pmc/articles/PMC7357442/ http://dx.doi.org/10.1007/s13538-020-00772-9 Text en © Sociedade Brasileira de Física 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle General and Applied Physics
Mata, Angélica Sousa da
Complex Networks: a Mini-review
title Complex Networks: a Mini-review
title_full Complex Networks: a Mini-review
title_fullStr Complex Networks: a Mini-review
title_full_unstemmed Complex Networks: a Mini-review
title_short Complex Networks: a Mini-review
title_sort complex networks: a mini-review
topic General and Applied Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7357442/
http://dx.doi.org/10.1007/s13538-020-00772-9
work_keys_str_mv AT mataangelicasousada complexnetworksaminireview