Identifying influential nodes in weighted complex networks by considering the importance of shortest paths

Abstract Numerous real-world networks, including those in communication, transportation, and social systems, inherently possess weighted structures. While traditional centrality metrics like degree, betweenness, and closeness centrality offer useful insights, they often overlook key aspects such as...

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Bibliographic Details
Main Authors: Xiaohong Wang, Zhenyu Wang
Format: Article
Language:English
Published: SpringerOpen 2025-04-01
Series:Journal of Big Data
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Online Access:https://doi.org/10.1186/s40537-025-01159-w
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