Best influential spreaders identification using network global structural properties
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-81614-9
Abstract: Influential spreaders are the crucial nodes in a complex network that can act as a controller or a maximizer of a spreading process. For example, we can control the virus propagation in an epidemiological network… read more here.
Keywords: network; structural properties; best influential; global structural ... See more keywords
Identifying Influential Spreaders in Social Networks Via Normalized Local Structure Attributes
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DOI: 10.1109/access.2018.2879116
Abstract: In social networks, influential spreaders are those nodes that can spread information to a large number of nodes. Identifying influential spreaders is a major challenge for applications, such as information diffusion acceleration, epidemic outbreak prevention,… read more here.
Keywords: social networks; normalized local; topology; local structure ... See more keywords
Influential Spreaders Identification in Complex Networks With TOPSIS and K-Shell Decomposition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2022.3148778
Abstract: In view that the K-shell decomposition method can only effectively identify a single most influential node, but cannot accurately identify a group of most influential nodes, this article proposes a hybrid method based on K-shell… read more here.
Keywords: influential spreaders; shell decomposition; topsis; decomposition ... See more keywords
Identifying Influential Spreaders in Complex Multilayer Networks: A Centrality Perspective
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2017.2775152
Abstract: Identifying influential spreaders in complex networks is of paramount importance for understanding and controlling the spreading dynamics. A challenging and yet inadequately explored task is to detect such influential nodes in multilayer networks, i.e., networks… read more here.
Keywords: spreaders complex; multilayer networks; influential spreaders; identifying influential ... See more keywords