Abstract:In this paper HITS algorithm based on the Chinese vocabulary network is redesigned after analyzed the Hadoop platform, which is combined with the HITS's design theory and technology. This algorithm conforms to Hadoop framework.And Map/Reduce function's design scheme is analyzed in detail. With test data in a different cluster on the experiment, the results show that HITS algorithm can run well in a distributed environment and the cluster advantages are obvious.