嵌入复杂网络的n团网络的结构
Structure of n-clique networks embedded in a complex network
摘要:
我们提出了一个强有力的工具来理解的组合高度互连的子图的全局结构的n-团网络,并提供了理论预测的统计性质的n-团网络嵌入在一个复杂的网络使用的度分布和聚类谱。此外,使用我们的理论预测,我们发现,3-团网络和原始网络之间的统计特性是不变的几个可观察的现实世界的网络与无标度连接和层次模块。结果表明,3团网络与原始网络的结构性质相同。
英文摘要:
We propose the n-clique network as a powerful tool for understanding global structures of combined highly-interconnected subgraphs, and provide theoretical predictions for statistical properties of the n-clique networks embedded in a complex network using the degree distribution and the clustering spectrum. Furthermore, using our theoretical predictions, we find that the statistical properties are invariant between 3-clique networks and original networks for several observable real-world networks with the scale-free connectivity and the hierarchical modularity. The result implies that structural properties are identical between the 3-clique networks and the original networks.
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