Bipartite modularity

Bug #594581 reported by Gábor Csárdi
18
This bug affects 3 people
Affects Status Importance Assigned to Milestone
igraph
Confirmed
Medium
Unassigned

Bug Description

This means using another null model, in the general modularity formula. See
Michael J Barber: Modularity and community detection in bipartite networks,
Phys Rev E 76 066102
http://pre.aps.org/abstract/PRE/v76/i6/e066102

Revision history for this message
Tamás Nepusz (ntamas) wrote :

Note that there are several alternative definitions for bipartite modularity, so we may have to be prepared for those as well. E.g.:

R. Guimerà, M. S.- Pardo, and L. A. N. Amaral, “Module identification in bipartite and directed networks,” Phys. Rev. E 76, 036102, 2007.
http://arxiv.org/abs/physics/0701151

And there's also this one:
http://portal.acm.org/citation.cfm?id=1557914.1557956

Revision history for this message
Tamás Nepusz (ntamas) wrote :

By the way, there are several other modularity variants that all differ in the null model being used; for instance, a directed modularity measure was proposed by Kim et al based on using the PageRank vectors instead of the degrees. There's also a Laplacian formulation of modularity by Lambiotte, Delvenne and Barahona: http://arxiv.org/abs/0812.1770. We might want to adapt the modularity function completely so it can take different null models.

Revision history for this message
Gábor Csárdi (gabor.csardi) wrote :

Yes, I know, but I like the Barber paper better, so I'll implement that at some point. Feel free to implement the rest or redesign the modularity API if you feel like it.

Changed in igraph:
milestone: none → 0.7
Revision history for this message
Gábor Csárdi (gabor.csardi) wrote : Continue on github

The development of igraph has moved to github, so please do not comment on this bug here. You are of course welcome to comment on github, here:
https://github.com/igraph/igraph/issues/194

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