Computing personalized PageRank quickly by exploiting graph structures

    PVLDB, 2014.

    Cited by: 31|Bibtex|Views2|Links
    EI

    Abstract:

    We propose a new scalable algorithm that can compute Personalized PageRank (PPR) very quickly. The Power method is a state-of-the-art algorithm for computing exact PPR; however, it requires many iterations. Thus reducing the number of iterations is the main challenge. We achieve this by exploiting graph structures of web graphs and social...More

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