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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Veröffentlicht in:IEEE transactions on knowledge and data engineering. - 1998. - 28(2016), 5 vom: 06. Mai, Seite 1160-1174
1. Verfasser: Wu, Yubao (VerfasserIn)
Weitere Verfasser: Jin, Ruoming, Zhang, Xiang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2016
Zugriff auf das übergeordnete Werk:IEEE transactions on knowledge and data engineering
Schlagworte:Journal Article Local search nearest neighbors proximity search random walk top-k search