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[igraph] Centrality measure in igraph
From
:
Mathieu Ferry
Subject
:
[igraph] Centrality measure in igraph
Date
:
Mon, 21 Jul 2014 12:20:44 +0200
Dear all,
I am trying to apply some centrality measures to a network.
I find that one node has a degree of 11, which is relatively high,
but when I compute alpha centrality (alpha = 0.5 , exo= 0.5), I find a measure that is lower than this (1.875).
I don't understand how this can be possible, whether it is theoretically possible actually...
I mean, how can my alpha centrality measure be lower than 11*0.5 = 5.5? Shouldn't it be 11*0.5 + ... all other paths?
The network is undirected, g is an adjacency matrix, with 250 nodes.
This is the command I used:
katz0.5 <- alpha.centrality(g, nodes=V(g), alpha=0.5, loops=FALSE,
exo=0.5, weights=NA,tol=1e-7, sparse=TRUE)
Thanks for your help !
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