conradlee's nowell [1 article]

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The link-prediction problem for social networks

Journal of the American Society for Information Science and Technology, Vol. 58, No. 7. (2007), pp. 1019-1031.

by David L. Nowell, Jon Kleinberg

posted to features kleinberg link networks nowell prediction sna file-import-09-04-06 by conradlee on 2008-10-22 16:23:25 read

along with 15 people and 2 groups 07111013 compbio makrehchi elsantosneto krisl ldietz merazzle iris_2001 cursonivel1 theus amirmz haveuheard rrbarb lfriedl tnhh cursonivel1 Social Web

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Abstract

Given a snapshot of a social network, can we infer which new interactions among its members are likely to occur in the near future? We formalize this question as the link-prediction problem, and we develop approaches to link prediction based on measures for analyzing the ?proximity? of nodes in a network. Experiments on large coauthorship networks suggest that information about future interactions can be extracted from network topology alone, and that fairly subtle measures for detecting node proximity can outperform more ...

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conradlee's nowell [1 article]

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