A Comparative Analysis of Centrality Measures in Complex Networks

IF 0.6 4区计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS

Automation and Remote Control Pub Date : 2024-11-18 DOI:10.1134/S0005117924700127

N. Meshcheryakova, S. Shvydun

引用次数: 0

Abstract

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.

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复杂网络中中心性度量的比较分析

识别网络中的中心要素是一个定义不清的问题。因此，文献中提出了大量中心性测量方法。我们对现有的公理进行了调查，这些公理描述了中心性的某些特性。我们还对真实网络和人工网络中的中心性度量进行了扰动分析。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Automation and Remote Control 工程技术-仪器仪表

CiteScore

1.70

自引率

28.60%

发文量

审稿时长

3-8 weeks

期刊介绍： Automation and Remote Control is one of the first journals on control theory. The scope of the journal is control theory problems and applications. The journal publishes reviews, original articles, and short communications (deterministic, stochastic, adaptive, and robust formulations) and its applications (computer control, components and instruments, process control, social and economy control, etc.).