TY - JOUR
AU - Davide Vega
AU - Matteo Magnani
AU - Danilo Montesi
AU - Roc Meseguer
AU - Felix Freitag
AB - 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.
BT - Social Network Analysis and Mining
DO - 10.1007/s13278-016-0346-9
N2 - 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.
PY - 2016
EP - 1–23
T2 - Social Network Analysis and Mining
TI - A new approach to role and position detection in networks
UR - http://dx.doi.org/10.1007/s13278-016-0346-9
VL - 6
SN - 1869-5469
ER -