Mining Web communities with PH-MaxFlow algorithm
Liu Jing · Computer Engineering and Applications Journal · 2009
HITS is a classical algorithm for the computation of the authority value and hub value of Web pages using link tech- nology,it can mine Web communities related to some topic quickly,but sometimes there isTopic Driftphenomenon.This paper presents PHITS algorithm controlling theTopic Driftphenomenon to a certain extent,the PH-MaxFlow algorithm using the pages with high authority value as seeds can mine precise communities.An effective method is presented to appraise the identified Web communities.The results of experiment show that the PH-MaxFlow algorithm can mine more reasonable Web communities.