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Analyzing and modeling real-world phenomena with complex networks: a survey of applications
Instituto de Fisica de Sao Carlos, Universidade de Sao Paulo.
Instituto de Fisica de Sao Carlos, Universidade de Sao Paulo.
Instituto de Fisica de Sao Carlos, Universidade de Sao Paulo.
Instituto de Ciencias Matematicas e de Computacao, Universidade de Sao Paulo.
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2011 (English)In: Advances in Physics, ISSN 0001-8732, E-ISSN 1460-6976, Vol. 60, no 3, 329-412 p.Article, review/survey (Refereed) Published
Abstract [en]

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.

Place, publisher, year, edition, pages
2011. Vol. 60, no 3, 329-412 p.
Keyword [en]
complex networks; complex system; network analysis; network theory; collective phenomena
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Other Physics Topics
Research subject
Physics; Theoretical Physics; Computer Science
Identifiers
URN: urn:nbn:se:umu:diva-43865DOI: 10.1080/00018732.2011.572452OAI: oai:DiVA.org:umu-43865DiVA: diva2:416765
Available from: 2011-05-12 Created: 2011-05-12 Last updated: 2017-12-11Bibliographically approved

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