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clustering coefficient

  • 聚类系数:在图论中,聚类系数是用来衡量一个图中节点之间连接紧密程度的指标。它表示一个节点的邻居节点之间实际存在的连接数量与可能存在的连接数量之间的比例。

网络释义专业释义英英释义

  集聚系数

... 路径长度(Length of Path) 集聚系数(Clustering Coefficient) 介数(Betweenness) ...

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  聚类系数

网络聚类系数clustering coefficient)是网络中所有节点的聚类系数的平均,其中单个节点的聚类系数是该节点邻居的实际连接数占理论最大连接数的比例。

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  聚集系数

(2)聚集系数(The Clustering Coefficient)是描述网络中节点聚集情况的术语,也就是网络的疏密情况。例如在社会网络中,你朋友的朋友可能也是你的.

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  聚系数

复杂网络的集聚系数clustering coefficient)是衡量网络的集聚程度的重要参数,是一个局部特征量。节点i 的集聚 系数Ci 定义为节点的邻接点之间实际存在的边数与所有可能的边...

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短语

THE CLUSTERING COEFFICIENT 聚集系数 ; 聚类系数

edge clustering coefficient 边聚集系数 ; 系数

inner-clustering coefficient 内聚系数

Local clustering coefficient 局部集聚系数

average clustering coefficient 平均集群系数

Weighted clustering coefficient 加权簇系数

synthetic clustering coefficient 综合聚类序数

clustering coefficient centrality 聚集系数中心性

average clustering coefficient increment 聚类系数变化量

 更多收起网络短语
  • 聚类系数 - 引用次数:22

    Experiment results show that small world P2P networks yields higher recall in comparison with Gnutella and takes on the characteristics of small world with greater clustering coefficient and lower average path length.

    实验结果显示,与Gnutella网络相比,小世界P2P网络具有更大的聚类系数、较小的特征路径长度和更高的文本检索查全率。

    参考来源 - 基于小世界模型的P2P网络文本检索
    聚集度 - 引用次数:4

    Through the experimental results, the Least Coloring Number is found to have close relationships with the clustering coefficient of the network. With the raise of the clustering coefficient, the least coloring number increases exponentially.

    在实验中同时发现,染色问题中最小染色数的大小与系统聚集度的大小密切相关,随聚集度的增大,呈指数关系增大。

    参考来源 - 染色问题的网络特性 in C
    群集系数 - 引用次数:3

    To evaluate the performance of the analytical model, we also gave the comparison results of the degree distribution, average path length, clustering coefficient and network congestion which are typical topology property parameters.

    并对网络节点度变化/概率分布、平均路径长度、群集系数及网络拥塞影响等几个可反映动态拓扑特征的参数进行了模型性能评价。

    参考来源 - 无线传感器网络覆盖与拓扑控制理论与技术研究
  • 聚类系数 - 引用次数:6

    According to the research of recent years, we found that many real systems can be described as a complex network. These complex networks have some common characters, such as small average path length, big clustering coefficient, power-law degree distribution etc.

    近年来的研究发现,许多现实系统复杂网络都具有一定相同的特性,如网络平均路径较小、聚类系数较大、节点间度分布服从幂率分布等。

    参考来源 - 复杂网络建模与特性研究
    集群系数 - 引用次数:5

    Results show that the network possesses power-law behavior of the strength, weightand degree distributions, meanwhile, the clustering coefficient of the network is high.

    结果表明,网络的强度分布、权重分布以及度分布具有幂律尾部,同时,网络的集群系数很高。

    参考来源 - 具有高集群的加权无标度网络建模分析
    聚集系数 - 引用次数:4

    Then, the capability after attacked was judged by average shortest path and average clustering coefficient based on representative model of complex networks, connectivity is an important standard for dependability in this part.

    然后,以有代表性的随机网络和scale-free网络模型为基础,以平均最短路径和平均聚集系数两方面为评价标准,通过对网络进行随机攻击和选择攻击讨论网络被攻击后其性能的变化,对应的讨论了复杂网络的容错性和抗攻击性。

    参考来源 - 复杂网络可靠性研究
    集聚系数 - 引用次数:2

    This chapter respectively analyzes the relative properties of complex networks, such as subgraphs, graph evolution,degree distribution,clustering coefficient, graph spectra and so on.

    本章分别从子图、图的演化、度分布、集聚系数和图谱等角度来分析复杂网络的相关性质。

    参考来源 - 复杂网络的统计描述与网络建模的研究
  • 簇系数 - 引用次数:6

    In this paper, we study the random clustering coefficient in the network. Firstly we find the inadequacies of the original definition, and then give a more reasonable definition with more innovations.

    本文主要研究随机网络中的簇系数,先找出原来定义的不足之处,然后再给出一个改进的定义,它兼容以前的簇系数定义,又有所创新,使得新定义更合理。

    参考来源 - 随机网络中的簇系数的研究
  • 集聚系数 - 引用次数:4

    参考来源 - 分布式模块化产品系统的演化动力学

·2,447,543篇论文数据,部分数据来源于NoteExpress

Clustering coefficient

  • abstract: In graph theory, a clustering coefficient is a measure of degree to which nodes in a graph tend to cluster together. Evidence suggests that in most real-world networks, and in particular social networks, nodes tend to create tightly knit groups characterised by a relatively high density of ties; this likelihood tends to be greater than the average probability of a tie randomly established between two nodes (Holland and Leinhardt, 1971; Watts and Strogatz, 1998).

以上来源于: WordNet

双语例句

  • This paper analyzes the degree of its node value, clustering coefficient, average shortest path, degree-related structures.

    本文通过分析结点群聚系数平均最短路径、度相关性结构

    youdao

  • Through the adjacency matrix, computing networks, clustering coefficient. Clustering coefficient is a complex network, an important parameter.

    通过邻接矩阵计算网络系数。聚类系数复杂网络一个重要参量

    youdao

  • The results show that the change of network diameter, average path length are negative correlation with that of the network clustering coefficient.

    生成网络直径平均路径长度网络平均聚类系数呈负相关关系

    youdao

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