based on the PageRank algorithm. However, we have made necessary improvements to combine the importance of the node itself …

PageRank Clustering (PPC) that employs the inherent cluster exploratory property of random walks to reveal the clusters of a …

(PageRank) about the network. The most effective strategy we find is to vaccinate those people with the most unvaccinated …

in both incoming and outgoing directions, and α the only intrinsic parameter of Google's PageRank algorithm. Based on …

We propose the PageRank model of opinion formation and investigate its rich properties on real directed networks of the … with their PageRank probability. Such a probability is used by the Google search engine for ranking of web pages. We find … that the society elite, corresponding to the top PageRank nodes, can impose its opinion on a significant fraction of the …