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A new approach to role and position detection in networks

Author
Davide Vega
Matteo Magnani
Danilo Montesi
Roc Meseguer
Felix Freitag
Abstract

We rethink and extend the concepts of position and role in a network, basing them on various well-known measures that were not previously associated with these concepts, such as geodesic distance and modularity. The effectiveness of our new role and position detection algorithms is evaluated both qualitatively and quantitatively, on synthetic and real data, showing that we can identify new types of meaningful patterns in networks.

Year of Publication
2016
Journal
Social Network Analysis and Mining
Volume
6
Number of Pages
1–23
ISSN Number
1869-5469
URL
http://dx.doi.org/10.1007/s13278-016-0346-9
DOI
10.1007/s13278-016-0346-9
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