Département de Physique, de Génie Physique, et d'Optique, Université Laval, Québec (Québec), Canada G1V 0A6.
Phys Rev Lett. 2011 Oct 7;107(15):158702. doi: 10.1103/PhysRevLett.107.158702. Epub 2011 Oct 6.
We introduce a mechanism which models the emergence of the universal properties of complex networks, such as scale independence, modularity and self-similarity, and unifies them under a scale-free organization beyond the link. This brings a new perspective on network organization where communities, instead of links, are the fundamental building blocks of complex systems. We show how our simple model can reproduce social and information networks by predicting their community structure and more importantly, how their nodes or communities are interconnected, often in a self-similar manner.
我们介绍了一种机制,该机制可以模拟复杂网络的普遍属性(例如规模无关性、模块性和自相似性)的出现,并将它们统一在链接之外的无标度组织下。这为网络组织带来了新的视角,其中社区而不是链接是复杂系统的基本构建块。我们展示了我们的简单模型如何通过预测其社区结构来再现社交和信息网络,更重要的是,它们的节点或社区如何相互连接,通常是以自相似的方式。