浅议几种复杂网络节点重要度分析的中心性方法

摘要

网络节点重要度分析是研究和分析复杂网络的一种非常重要的方法。识别有影响力的节点比较常用的是利用中心性方法解决这个问题。本文介绍了几种常见的进行网络节点重要度分析的中心性方法，并通过实例对几种中心性方法进行了分析比较。%To study and analyze complex networks, identifying influential nodes is a very important methodology. Many centrality measures have been proposed to address this issue. In this paper, centrality measures to identify influential nodes in complex networks are described. Numerical examples show the analysis and comparison of several methods to identify influential nodes.