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Analyzing and modeling real-world phenomena with complex networks: a survey of applications
Advances in Physics ( IF 23.750 ) Pub Date : 2011-06-01 , DOI: 10.1080/00018732.2011.572452
Luciano da Fontoura Costa , Osvaldo N. Oliveira , Gonzalo Travieso , Francisco Aparecido Rodrigues , Paulino Ribeiro Villas Boas , Lucas Antiqueira , Matheus Palhares Viana , Luis Enrique Correa Rocha

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.

中文翻译:

用复杂网络分析和建模现实世界的现象:应用调查

新科学领域的成功可以通过它们在促进新理论方法和应用于现实世界问题方面的潜力来评估。复杂网络在这两个方面都表现得非常出色,多年来不断发展其良好的理论基础并具有多种应用。在本次调查中,我们分析了复杂网络在现实问题和数据中的应用,重点是表示、分析和建模。调查的现象多种多样,可分为不少于 11 个领域,清楚地表明了复杂网络领域的影响。
更新日期:2011-06-01
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