Leadership in Community Organizations: Comparison of the Performance of Multilayer Network Centrality Algorithms
Guoqiang He, Yawen Song · 2024
In order to explore leadership at different levels in social networks, this article used various types of multi-level network centrality algorithms to analyze. On this basis, the article adopted a multilayer network centrality algorithm, which divided community organizations into different levels and analyzed them as a whole. The multilayer network centrality algorithm was compared and studied on simulated and real data, and its performance was evaluated through experiments. The results showed that the multilayer network centrality algorithm had good performance in analyzing complex multi-level network structures, with the fastest response time reaching 202ms.