[期刊论文][research article]


A Centralization Measure for Social Networks Assessment

作   者:
Rafa? Palak;Krystian Wojtkiewicz;

出版年:2024

页     码:654 - 667
出版社:Taylor And Francis


摘   要:

Abstract This article presents a new centrality measure. The presented measure was compared with state-of-the-art measures and proved to combines two features, low computational complexity and high precision of calculations. The measure has been mathematical analyzed, and then, experiments on real-life graphs were conducted. The mathematical analysis showed many essential properties of the proposed measure. Statistical analysis of the conducted experiment showed that measure has precision the same as state-of-the-art measures with much lower computational complexity.



关键字:

Centralization;centralization measures;graph analysis;graph theory;social network analysis


所属期刊
Cybernetics and Systems
ISSN: 0196-9722
来自:Taylor And Francis