Title
Improved centrality indicators to characterize the nodal spreading capability in complex networks.
Abstract
•We explored various centrality algorithms regarding the nodal spreading capability.•We propose a novel gravity centrality index named after mixed gravity centrality.•The spreading capacity of focal node can be better characterized in our mixed gravity centrality.•Extensive simulation experiments have demonstrated the advantage of the current algorithm.
Year
DOI
Venue
2018
10.1016/j.amc.2018.04.028
Applied Mathematics and Computation
Keywords
Field
DocType
Centrality indicator,Degree centrality,k-shell value,Mixed gravitational centrality,Influential spreaders,Complex networks
Monotonic function,Mathematical optimization,Epidemic model,Ranking,Centrality,Complex network,Mathematics
Journal
Volume
ISSN
Citations 
334
0096-3003
2
PageRank 
References 
Authors
0.38
12
3
Name
Order
Citations
PageRank
Juan Wang110927.00
Chao Li2328.75
Chengyi Xia314920.94