Integrating local and global information to identify infuential nodes in complex networks

• Main Authors: Abal Abas, Zuraida, Baharuddin, Azhari Samsu, Mukhtar, Mohd Fariduddin, Norizan, Mohd Natashah, Wan Fakhruddin, Wan Farah Wani, Minato, Wakisaka, Abdul Rasib, Amir Hamzah, Zainal Abidin, Zaheera, Abdul Rahman, Ahmad Fadzli Nizam, Hairol Anuar, Siti Haryanti
• Format: Article
• Language: English
• Published: Nature Research 2023
• Online Access: http://eprints.utem.edu.my/id/eprint/27566/2/0235418072023246.PDF; http://eprints.utem.edu.my/id/eprint/27566/; https://www.nature.com/articles/s41598-023-37570-7; https://doi.org/10.1038/s41598-023-37570-7

Centrality analysis is a crucial tool for understanding the role of nodes in a network, but it is unclear how diferent centrality measures provide much unique information. To improve the identifcation of infuential nodes in a network, we propose a new method called Hybrid-GSM (H-GSM) that combines t...