Author:
,Meshcheryakova N.,Shvydun S.,
Abstract
Identification of central elements in networks is an ill-defined problem. Hence, a large number of centrality measures have been proposed in the literature. We present a survey of existing axioms, which characterize certain properties of centralities. We also perform a perturbation analysis of centrality measures in real and artificial networks.
Publisher
The Russian Academy of Sciences
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