Node importance measurement based on the improved K-shell in complex network

Jun-Di Wang; Ya-Ling Zhu; Zhi-Xun Zhang

doi:10.1117/12.2680481

31 May 2023 Node importance measurement based on the improved K-shell in complex network

Jun-Di Wang, Ya-Ling Zhu, Zhi-Xun Zhang

Proceedings Volume 12704, Eighth International Symposium on Advances in Electrical, Electronics, and Computer Engineering (ISAEECE 2023); 127041X (2023) https://doi.org/10.1117/12.2680481
Event: 8th International Symposium on Advances in Electrical, Electronics and Computer Engineering (ISAEECE 2023), 2023, Hangzhou, China

Abstract

The key nodes in complex networks are of great significance for understanding and controlling complex networks. This paper proposes a local centrality node recognition algorithm. This method comprehensively evaluates the characteristics of the node itself, the characteristics of the second order neighbor node and the Ks value of the node. Experimental results show that this method does not rely on other parameters, and can effectively improve the resolution of node recognition.

Citation Download Citation

Jun-Di Wang, Ya-Ling Zhu, and Zhi-Xun Zhang "Node importance measurement based on the improved K-shell in complex network", Proc. SPIE 12704, Eighth International Symposium on Advances in Electrical, Electronics, and Computer Engineering (ISAEECE 2023), 127041X (31 May 2023); https://doi.org/10.1117/12.2680481

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