Path diversity improves the identification of influential spreaders

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Path diversity improves the identification of influential spreaders

Identifying influential spreaders in complex networks is a crucial problem which relates to wide applications. Many methods based on the global information such as k-shell and PageRank have been applied to rank spreaders. However, most of related previous works overwhelmingly focus on the number of paths for propagation, while whether the paths are diverse enough is usually overlooked. Generall...

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ژورنال

عنوان ژورنال: EPL (Europhysics Letters)

سال: 2013

ISSN: 0295-5075,1286-4854

DOI: 10.1209/0295-5075/104/68006