networking - Calculating centralitity of an Aggregated network -
i trying calculate various centrality measurements ( closeness centrality, betweenness centrality) on large network. example, lets assume following small network:
0 1 2 0 2 3 1 1 2 1 1 4 1 2 4 2 2 3 2 2 4 2 3 4 2 4 5 2 3 5 3 2 3 3 1 3 3 3 4 3 3 5 3 3 6
data set format follows: 1st parameter: indicates day (total 4 days) 2nd parameter: indicates 1st actor (total 6 actors) 3rd parameter: indicates 2nd actor
for example: 0 1 2 means: @ day 0 there messaging between actor 1 , 2
if take short interval network length of 2 days (sin length) , above network becomes:
sin 1: 0 1 2 0 2 3 1 1 2 1 1 4 1 2 4
and sin 2:
2 2 3 2 2 4 2 3 4 2 4 5 2 3 5 3 2 3 3 1 3 3 3 4 3 3 5 3 3 6
i can calculate centrality on above 2 sin's separately. have small confusion. want calculate centrality of aggregated network. question is: if take sin length of 4 , calculate centrality measurements, won't equivalent centrality of aggregated network? more precise, sin length 4 mean aggregated network above case?
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