Evaluation method of node centrality in complex directed network

被引:0
|
作者
Zhou, Xuan [1 ]
Yang, Fan [2 ]
Zhang, Fengming [1 ]
Hui, Xiaobin [1 ]
机构
[1] Air Force Engn Univ, Engn Coll, Xian, Shaanxi, Peoples R China
[2] Tibet Univ, Normal Coll, Lasa, Peoples R China
关键词
centrality; directed network; network efficiency; edge betweenness;
D O I
10.1109/MINES.2012.108
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
According to the research on node centrality of complex network, the existing methods although take the global and local importance of node into account, but don't consider the importance of adjacent edges and the direction of interaction. For this, provides a new method for measuring the node centrality of complex directed network, considers the node's role in network efficiency and degree distribution and the importance of adjacent edges to make the evaluation of node centrality more precisely. An illustrative example proves that the method is reasonable and valid.
引用
收藏
页码:212 / 215
页数:4
相关论文
共 50 条
  • [1] Evaluation method of node centrality in complex directed network
    Engineering College, Air Force Engineering University, Xi'an, China
    不详
    [J]. Proc. - Int. Conf. Multimedia Secur., MINES, (212-215):
  • [2] CNTE: A Node Centrality-Based Network Trust Evaluation Method
    Yuan, Xiang
    Sun, Qibo
    Li, Jinglin
    [J]. COLLABORATIVE COMPUTING: NETWORKING, APPLICATIONS AND WORKSHARING, COLLABORATECOM 2017, 2018, 252 : 186 - 196
  • [3] Research on Node Importance Evaluation of the Directed Weighted Complex Network
    Xia, Wei
    Liu, Xinxue
    Meng, Shaofei
    Fan, Jinlong
    [J]. Proceedings of the 2nd International Conference on Electronics, Network and Computer Engineering (ICENCE 2016), 2016, 67 : 720 - 725
  • [4] Evaluation method of node importance in directed-weighted complex network based on multiple influence matrix
    Wang Yu
    Guo Jin-Li
    [J]. ACTA PHYSICA SINICA, 2017, 66 (05)
  • [5] A New Evaluation Method of Node Importance in Directed Weighted Complex Networks
    Yu WANG
    Jinli GUO
    Han LIU
    [J]. Journal of Systems Science and Information, 2017, 5 (04) : 367 - 375
  • [6] Community centrality for node's influential ranking in complex network
    Cai, Biao
    Tuo, Xian-Guo
    Yang, Kai-Xue
    Liu, Ming-Zhe
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2014, 25 (03):
  • [7] Complex Network Node Centrality Measurement Based on Multiple Attributes
    Liu, Fengzeng
    Xiao, Bing
    Li, Hao
    Xue, Junjie
    [J]. PROCEEDINGS OF 2018 10TH INTERNATIONAL CONFERENCE ON MODELLING, IDENTIFICATION AND CONTROL (ICMIC), 2018,
  • [8] UTILIZING NODE INTERFERENCE METHOD AND COMPLEX NETWORK CENTRALITY METRICS TO EXPLORE REQUIREMENT CHANGE PROPAGATION
    Hein, Phyo Htet
    Morkos, Beshoy
    Sen, Chiradeep
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2017, VOL 1, 2017,
  • [9] Novel Node Centrality-Based Efficient Empirical Robustness Assessment for Directed Network
    Deng, Xiaolong
    Ding, Hao
    Chen, Yong
    Chen, Cai
    Lv, Tiejun
    [J]. COMPLEXITY, 2020, 2020
  • [10] A new kind of node centrality in directed weighted networks based on the demands of network clients
    Ma, Lili
    Jiang, Xin
    Zhang, Zhanli
    Tang, Shaoting
    Zheng, Zhiming
    [J]. PHYSICA SCRIPTA, 2011, 84 (02)