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Fast Random Walk with Restart and Its Applications

ICDM, pp.613-622, (2006)

Cited by: 1011|Views218
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Abstract

How closely related are two nodes in a graph? How to compute this score quickly, on huge, disk-resident, real graphs? Random walk with restart (RWR) provides a good relevance score between two nodes in a weighted graph, and it has been successfully used in numerous settings, like automatic captioning of images, generalizations to the "con...More

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