A Comparative Analysis of Centrality Measures in Complex Networks

被引：1
|
作者：
Meshcheryakova, N. [1 ]
Shvydun, S. [1 ]
机构：
[1] HSE Univ, Moscow, Russia
来源：
AUTOMATION AND REMOTE CONTROL | 2024年 / 85卷 / 08期
关键词：
network analysis; centrality; axioms for centrality; perturbation analysis; ROBUSTNESS; AXIOMS;
D O I：
10.1134/S0005117924700127
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Identification of central elements in networks is an ill-defined problem. Hence, a large number of centrality measures have been proposed in the literature. We present a survey of existing axioms, which characterize certain properties of centralities. We also perform a perturbation analysis of centrality measures in real and artificial networks.
引用
收藏
页码：685 / 695
页数：11
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