We differentiate the normalization methods to lead the surfer of affinitypreserving random walk to explore more in the neighborhood of the sentences in V rather than end in the absorbing vertex s 0 .
the sentences that satisfy the saliency and diversity constraints will be highlighted even though they are in a small sentence cluster.