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Cite Details

Luiz H. Gomes, Luis M. A. Bettencourt, Virgilio A. F Almeida, Jussara M. Almeida and Fernando D. O. Castro, "Quantifying social vs. antisocial behavior in email networks", Submitted to Physical Review E, 2006

Abstract

Email graphs have been used to illustrate general properties of social networks of communication and collaboration. However, increasingly, the majority of email traffic reflects opportunistic, rather than symbiotic social relations. Here we use e-mail data drawn from a large university to construct directed graphs of email exchange that quantify the differences between social and antisocial behaviors in networks of communication. We show that while structural characteristics typical of other social networks are shared to a large extent by the legitimate component they are not characteristic of antisocial traffic. Interestingly, opportunistic patterns of behavior do create nontrivial graphs with certain general characteristics that we identify. To complement the graph analysis, which suffers from incomplete knowledge of users external to the domain, we study temporal patterns of communication to show that the dynamical properties of email traffic can, in principle, distinguish different types of social relations.

BibTeX Entry

@article{gomes-2006-quantifying,
author = {Luiz H. Gomes and Luis M. A. Bettencourt and Virgilio A. F Almeida and Jussara M. Almeida and Fernando D. O. Castro},
title = {Quantifying social vs. antisocial behavior in email networks},
year = {2006},
journal = {Submitted to Physical Review E}
}