2 3 N ov 2 00 9 LinkRank : Finding communities in directed networks

@inproceedings{Kim200923N,
  title={2 3 N ov 2 00 9 LinkRank : Finding communities in directed networks},
  author={Youngdo Kim and Seung-Woo Son and Hawoong Jeong},
  year={2009}
}
To identify communities in directed networks, we propose a generalized form of modularity in directed networks by introducing a new quantity LinkRank, which can be considered as the PageRank of links. This generalization is consistent with the original modularity in undirected networks and the modularity optimization methods developed for undirected networks can be directly applied to directed networks by optimizing our new modularity. Also, a model network, which can be used as a benchmark… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 12 references

New J

A. Arenas, J. Duch, A. Fernández, S. Gómez
Phys. 9, 176 • 2007
View 4 Excerpts
Highly Influenced

P

M. A. Porter, J.-P. Onnela
J. Mucha, e-print arXiv:0902.3788v1 • 2009
View 2 Excerpts

M

R. Lambiotte, J.-C. Delvenne
Barahona, e-print arXiv:0812.1770v3 • 2008

Phys

B. Karrer, E. Levina, M.E.J. Newman
Rev. E 77, 046119 • 2008

Nat

R. Guimerà, M. Sales-Pardo, L.A.N. Amaral
Phys. 3, 63 • 2007
View 2 Excerpts

Proc

M. Rosvall, C. T. Bergstrom
Natl. Acad. Sci. U.S.A. 105, 1118 • 2007

Mech

R. Guimerà, L.A.N. Amaral, J. Stat
P02001 • 2005

45

M.E.J. Newman, SIAM Rev
167 • 2003
View 2 Excerpts

Adv

S. N. Dorogovtsev, J.F.F. Mendes
Phys. 51, 1079 (2002); Evolution of Networks: From Biological Nets to the Internet and WWW • 2003
View 2 Excerpts

Similar Papers

Loading similar papers…