Analyzing and modeling real-world phenomena with complex networks: A survey of applications

Luciano Da Fontoura Costa, Osvaldo N. Oliveira, Gonzalo Travieso, Francisco Aparecido Rodrigues, Paulino Ribeiro Villas Boas, Lucas Antiqueira, Matheus Palhares Viana, Luis Enrique Correa da Rocha

Research output: Contribution to journalArticle

Abstract

The success of new scientific areas can be assessed by their potential in contributing to new theoretical approaches and in applications to real-world problems. Complex networks have fared extremely well in both of these aspects, with their sound theoretical basis being developed over the years and with a variety of applications. In this survey, we analyze the applications of complex networks to real-world problems and data, with emphasis in representation, analysis and modeling. A diversity of phenomena are surveyed, which may be classified into no less than 11 areas, providing a clear indication of the impact of the field of complex networks.

Original languageEnglish
Pages (from-to)329-412
Number of pages84
JournalAdvances in Chemical Physics
Volume60
Issue number3
DOIs
Publication statusPublished - May 2011
Externally publishedYes

Keywords

  • collective phenomena
  • complex networks
  • complex system
  • network analysis
  • network theory

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    Costa, L. D. F., Oliveira, O. N., Travieso, G., Rodrigues, F. A., Villas Boas, P. R., Antiqueira, L., Viana, M. P., & Correa da Rocha, L. E. (2011). Analyzing and modeling real-world phenomena with complex networks: A survey of applications. Advances in Chemical Physics, 60(3), 329-412. https://doi.org/10.1080/00018732.2011.572452