Download This PaperCentrality Measures in Networks Based on Nodes Attributes, Long-Range Interactions and Group Influence
44 Pages Posted: 2 Jul 2018
Date Written: 2016
Abstract
We propose a new method for assessing agents’ influence in network structures, which takes into consideration nodes attributes, individual and group influences of nodes, and the intensity of interactions. This approach helps us to identify both explicit and hidden central elements which cannot be detected by classical centrality measures or other indices.
Keywords: network analysis, group influence, influence assessment
JEL Classification: D85
Suggested Citation: Suggested Citation
Aleskerov, Fuad T. and Meshcheryakova, Natalia and Shvydun, Sergey, Centrality Measures in Networks Based on Nodes Attributes, Long-Range Interactions and Group Influence (2016). Available at SSRN: https://ssrn.com/abstract=3196962 or http://dx.doi.org/10.2139/ssrn.3196962
Fuad T. Aleskerov
National Research University Higher School of Economics ( email )
20 Myasnitskaya Ulitsa
Moscow, 101000
Russia
Natalia Meshcheryakova
National Research University Higher School of Economics ( email )
Myasnitskaya street, 20
Moscow, Moscow 119017
Russia
Sergey Shvydun (Contact Author)
National Research University Higher School of Economics ( email )
Myasnitskaya street, 20
Moscow, Moscow 119017
Russia
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