Efficient and Exact Local Search for Random Walk Based Top-K Proximity Query in Large Graphs

Top-k proximity query in large graphs is a fundamental problem with a wide range of applications. Various random walk based measures have been proposed to measure the proximity between different nodes. Although these measures are effective, efficiently computing them on large graphs is a challenging...

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Publié dans:IEEE transactions on knowledge and data engineering. - 1998. - 28(2016), 5 vom: 06. Mai, Seite 1160-1174
Auteur principal: Wu, Yubao (Auteur)
Autres auteurs: Jin, Ruoming, Zhang, Xiang
Format: Article en ligne
Langue:English
Publié: 2016
Accès à la collection:IEEE transactions on knowledge and data engineering
Sujets:Journal Article Local search nearest neighbors proximity search random walk top-k search