在ucinet软件中，我们可以通过Network>Cohesion>Clustering Coefficient选项，生成聚集系数的图表。生成图表的过程包括数据的导入、节点聚集系数的计算以及结果的可视化展示。通过图表，我们可以直观地看到哪些节点的聚集系数较高，哪些较低，进而了解网络内部节点连接的紧密程度。分析聚集系数的意义在于，它可以揭示网...
平均路径长度(Average network distance):任意两个节点之间的距离的平均值。反映网络中各个节点间的分离程度。值越小代表网络中节点的连接度越大。 模块化指数(Modularity index):衡量了网络图结构的模块化程度。一般>0.44 就说明该网络图达到了一定的模块化程度 。 聚类系数(Clustering coefficient):和平均路径长度一...
答案解析 查看更多优质解析 解答一 举报 clustering是聚集系数的意思,复杂网络里的一个静态统计特征.选定一个数据集后,求得的是个个节点的聚集系数.把这些节点的聚集系数求和,除以总数就可得出该网络的聚集系数. 解析看不懂?免费查看同类题视频解析查看解答 ...
as in regular lattices. Communication is efficient because distances are orders of magnitude smaller than the system size. In real networks, the small world property is generally coupled with a high average clustering coefficient. The Watts–Strogatz model...
clustering是聚集系数的意思，复杂网络里的一个静态统计特征。选定一个数据集后，求得的是个个节点的聚集系数。把这些节点的聚集系数求和，除以总数就可得出该网络的聚集系数。
Also, the power-law exponent, average local clustering coefficient, diameter, homophily, and assortativity have 2 values each, for an in-degree network and an out-degree network, respectively. Sign in to download full-size image Figure 5.1. Centrality Values of Real-Life Online Social Networks....
and the proteins might be biologically relevant. The similar findings were also revealed in the results of the global topological measurements including average degree, mspl, diameter D, and average clustering coefficient listed in Table1. In addition, the giant component of the PPI network with co...
For each run, the diameter, average clustering coefficient, and average out-degree of resulting overlay networks are computed (using a snapshot of the overlay network taken when the structure becomes stable. The number of tests is 250=(2 methods × 25 networks ×5 TTL). Finally, the performa...
Figure 4 demonstrates the clustered structure of the link stable networks: a high average clustering coefficient is present in all instances after increasing the maintenance cost from c=1. The high clustering in these networks can be highlighted by pointing out their small edge-density in the range...
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