A new approach to role and position detection in networks
Rights accessOpen Access
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain
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.
The final publication is available at Springer via http://dx.doi.org/10.1007/s13278-016-0346-9.
CitationVega, D., Magnani, M., Montesi, D., Meseguer, R., Freitag, F. A new approach to role and position detection in networks. "Social Network Analysis and Mining", Juny 2016, vol. 6, núm. 39, p. 1-23.