Complex Systems Group, Rey Juan Carlos University, 28943 Fuenlabrada, Spain.
Chaos. 2011 Mar;21(1):016101. doi: 10.1063/1.3570920.
Although the functioning of real complex networks is greatly determined by modularity, the majority of articles have focused, until recently, on either their local scale structure or their macroscopical properties. However, neither of these descriptions can adequately describe the important features that complex networks exhibit due to their organization in modules. This Focus Issue precisely presents the state of the art on the study of complex networks at that intermediate level. The reader will find out why this mesoscale level has become an important topic of research through the latest advances carried out to improve our understanding of the dynamical behavior of modular networks. The contributions presented here have been chosen to cover, from different viewpoints, the many open questions in the field as different aspects of community definition and detection algorithms, moduli overlapping, dynamics on modular networks, interplay between scales, and applications to biological, social, and technological fields.
虽然真实复杂网络的功能在很大程度上取决于模块性,但直到最近,大多数文章都集中在它们的局部尺度结构或宏观性质上。然而,这些描述都不能充分描述复杂网络由于其模块组织而表现出的重要特征。本期特刊正是精确地展示了在这个中间层次上对复杂网络的研究现状。读者将通过最新的研究进展了解到为什么这个中间尺度已经成为研究的一个重要课题,以提高我们对模块化网络动态行为的理解。这里呈现的贡献从不同的角度选择,涵盖了社区定义和检测算法、模块重叠、模块化网络上的动力学、尺度之间的相互作用以及应用于生物、社会和技术领域的许多开放性问题。