Finding missing edges and communities in incomplete networks

Details Finding missing edges and communities in incomplete networks Finding missing edges and communities in incomplete networks

2011-09-10

arxiv.org/abs/1109.2215v2

J. Phys. A: Math. Theor. 44 (2011) 495102

Computer Science

Social and Information Networks

15 pages, 9 figures

Scientific paper

10.1088/1751-8113/44/49/495102

Many algorithms have been proposed for predicting missing edges in networks, but they do not usually take account of which edges are missing. We focus on networks which have missing edges of the form that is likely to occur in real networks, and compare algorithms that find these missing edges. We also investigate the effect of this kind of missing data on community detection algorithms.

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