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Local Clustering Coefficient in Generalized Preferential Attachment Models

机译:广义优先附着中的局部聚类系数   楷模

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摘要

In this paper, we analyze the local clustering coefficient of preferentialattachment models. A general approach to preferential attachment was introducedin earlier, where a wide class of models (PA-class) was defined in terms ofconstraints that are sufficient for the study of the degree distribution andthe clustering coefficient. It was previously shown that the degreedistribution in all models of the PA-class follows a power law. Also, theglobal clustering coefficient was analyzed and a lower bound for the averagelocal clustering coefficient was obtained. We expand the results by analyzingthe local clustering coefficient for the PA-class of models. Namely, we analyzethe behavior of C(d) which is the average local clustering for the vertices ofdegree d.
机译:在本文中,我们分析了优先附着模型的局部聚类系数。较早时引入了优先依恋的一般方法,其中根据足以研究度数分布和聚类系数的约束条件定义了一大类模型(PA类)。先前已经证明,PA级的所有模型中的度数分布都遵循幂定律。此外,分析了全局聚类系数,并获得了平均局部聚类系数的下限。我们通过分析PA类模型的局部聚类系数来扩展结果。即,我们分析C(d)的行为,它是d度顶点的平均局部聚类。

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