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Re: [igraph] Obtaining communities and modularity index for an undirecte
From: |
Tamás Nepusz |
Subject: |
Re: [igraph] Obtaining communities and modularity index for an undirected graph |
Date: |
Mon, 21 May 2012 14:51:34 +0200 |
> All I've used so far is only "ready-made" implementations of the Girvan
> Neumann algorithm, and I don't remember having had to set the number of
> steps. All I remember getting was one community assignment presented to
> me as THE GN clustering for that undirected network.
The original publication of the Girvan-Newman algorithm (see
http://www.pnas.org/content/99/12/7821, preprint:
http://www.santafe.edu/media/workingpapers/01-12-077.pdf) does not describe how
to select the number of communities (i.e. how to decide where to cut the
dendrogram). As far as I know, most of the existing implementations use the
modularity score or some other internal quality criterion to decide the number
of communities. For instance, the SNAP library uses the maximum modularity
criterion.
Cheers,
Tamas