arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 0711.3199physics.soc-phphysics.comp-ph
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用复杂网络分析和建模现实世界现象:应用综述

Analyzing and Modeling Real-World Phenomena with Complex Networks: A Survey of Applications

Luciano da F. Costa, Osvaldo N. Oliveira, Gonzalo Travieso, Francisco A. Rodrigues, Paulino R. Villas Boas, Lucas Antiqueira, Matheus P. Viana, Luis E. C. da Rocha

摘要:

新科学领域的成功可以通过其对新理论方法的贡献和对现实世界问题的应用潜力来评估。复杂网络在这两个方面都表现得非常好,多年来发展了良好的理论基础和各种应用。在本调查中,我们分析了复杂网络在现实世界的问题和数据中的应用,重点是在介绍主要概念和模型之后的表示,分析和建模。对各种现象进行了调查,这些现象可以分为不少于22个领域,清楚地表明了复杂网络领域的影响。

英文摘要:

The success of new scientific areas can be assessed by their potential for 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 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, after an introduction to the main concepts and models. A diversity of phenomena are surveyed, which may be classified into no less than 22 areas, providing a clear indication of the impact of the field of complex networks.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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