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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2020
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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. |
format | Online Article Text |
id | pubmed-7357442 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
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 |