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    Role of structural holes in containing spreading processes

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    Genre
    Journal Article
    Date
    2016-03-11
    Author
    Li, P
    Sun, X
    Zhang, K
    Zhang, J
    Kurths, J
    Permanent link to this record
    http://hdl.handle.net/20.500.12613/5731
    
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    DOI
    10.1103/PhysRevE.93.032312
    Abstract
    © 2016 American Physical Society. Structural holes are channels or paths spanned by a group of indirectly connected nodes and their intermediary in a network. In this work we emphasize the interesting role of structural holes as brokers for information propagation. Based on the distribution of the structural hole numbers associated with each node, we propose a simple yet effective approach for choosing the most influential nodes to immunize in containing the spreading processes. Using a wide spectrum of large real-world networks, we demonstrate that the proposed approach outperforms conventional methods in a remarkable way. In particular, we find that the performance gains of our approach are particularly prominent for networks with high transitivity and assortativity, which verifies the vital role of structural holes in information diffusion on networked systems.
    Citation to related work
    American Physical Society (APS)
    Has part
    Physical Review E
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    http://dx.doi.org/10.34944/dspace/5713
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