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
来源
2012 FOURTH INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION NETWORKING AND SECURITY (MINES 2012) | 2012年
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
  • [41] A novel method of centrality in terrorist network
    Xuan, Dongmei
    Yu, Hua
    Wang, Juyun
    2014 SEVENTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2014), VOL 2, 2014,
  • [42] A Network Centrality Method for the Rating Problem
    Li, Yongli
    Pin, Paolo
    Wu, Chong
    PLOS ONE, 2015, 10 (04):
  • [43] Dynamic Centrality for Directed Co-author Network with Context
    Babskova, Alisa
    Martinovic, Jan
    Drazdilova, Pavla
    Slaninova, Katerina
    COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT, CISIM 2014, 2014, 8838 : 165 - 174
  • [44] GFT centrality: A new node importance measure for complex networks
    Singh, Rahul
    Chakraborty, Abhishek
    Manoj, B. S.
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 487 : 185 - 195
  • [45] Improving Information Centrality of a Node in Complex Networks by Adding Edges
    Shan, Liren
    Yi, Yuhao
    Zhang, Zhongzhi
    PROCEEDINGS OF THE TWENTY-SEVENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2018, : 3535 - 3541
  • [46] On the Role of Network Centrality in the Controllability of Complex Networks
    Bof, Nicoletta
    Baggio, Giacomo
    Zampieri, Sandro
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2017, 4 (03): : 643 - 653
  • [47] A Method of Node Layout of a Complex Network Based on Community Compression
    Liu, Chengxiang
    Xiong, Wei
    Zhang, Xitao
    Liu, Zheng
    FUTURE INTERNET, 2019, 11 (12):
  • [48] Strong structural control centrality of a complex network
    Tu, Chengyi
    PHYSICA SCRIPTA, 2015, 90 (03)
  • [49] Regulating clustering and assortativity affects node centrality in complex networks
    Wen, Xing-Zhang
    Zheng, Yue
    Du, Wen-Li
    Ren, Zhuo-Ming
    CHAOS SOLITONS & FRACTALS, 2023, 166
  • [50] Analysis of the effect of node centrality on diffusion mode in complex networks
    Su Zhen
    Gao Chao
    Li Xiang-Hua
    ACTA PHYSICA SINICA, 2017, 66 (12)