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cs.SI2015★ 1 cited
Localization in Seeded PageRank
David F. Gleich, Kyle Kloster, Huda Nassar
Seeded PageRank is an important network analysis tool for identifying and studying regions nearby a given set of nodes, which are called seeds. The seeded PageRank vector is the st…
cs.SI2015★ 12 cited
Seeded PageRank Solution Paths
Kyle Kloster, David F. Gleich
We study the behavior of network diffusions based on the PageRank random walk from a set of seed nodes. These diffusions are known to reveal small, localized clusters (or communiti…