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arXiv physics/0610199physics.soc-ph
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根据聚类系数划分社交网络

Partitionnement d'un réseau de sociabilité à fort coefficient de clustering

Romain Boulet, Bertrand Jouve

摘要:

为了比较百年战争前后中世纪农民的社会组织,我们研究了从农业合同语料库建立的社交网络的结构。低直径和高聚类显示小世界图。像过去几年研究的许多其他网络一样,这些图是无标度的。顶点度的分布由截断幂律拟合。此外,他们有一个丰富的俱乐部:一个致密的核心与低直径组成的顶点与高的程度。拉普拉斯谱的特殊形状使我们能够提取沿着以富人俱乐部为中心的恒星分布的社区。

英文摘要:

In order to compare social organization of a medieval peasantry before and after the Hundred Years' War we study the sructure of social networks built from a corpus of agrarian contracts. Low diameters and high clusterings show small-world graphs. Like many other networks studied these last years these graphs are scale-free. The distributions of the vertex degrees are fitted by a truncated power law. Moreover they have a rich-club : a dense core with a low diameter consisting of vertices with high degree. The particular shape of the laplacian spectrum allows us to extract communities that are spread along a star whose center is the rich-club.

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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