I need to calculate modularity on a small graph and I have stumbled across this project which provides a class to compute Newman modularity score. However, the method needs a module membership:
public static <V,E,M> double computeModularity (Graph<V,E> g,Transformer<V,M> moduleMembership)
so my question is: is there a better way than this to assign membership to my nodes?
// assuming I have a Graph<Person, String> thisNet
EdgeBetweennessClusterer<Person, String> edgeBetweennessClusterer = new EdgeBetweennessClusterer<>(1);
Set<Set<Person>> clusters = edgeBetweennessClusterer.transform(thisNet);
int membership = 0;
for (Set s : clusters) {
for (Iterator it = s.iterator(); it.hasNext();) {
Person inset = (Person) it.next();
inset.membership = membership;
}
membership++;
}
then I will apply a Transformer like:
Transformer<Person, Integer> componentMembership = new Transformer<Person, Integer>() {
@Override
public Integer transform(Person s) {
return s.membership;
}
};