Scheduled approximation for Personalized PageRank with Utility-based hub selection

As Personalized PageRank has been widely leveraged for ranking on a graph, the efficient computation of Personalized PageRank Vector (PPV) becomes a prominent issue. In this paper, we propose FastPPV, an approximate PPV computation algorithm that is incremental and accuracy-aware. Our approach hinge...

Full description

Saved in:
Bibliographic Details
Main Authors: ZHU, Fanwei, FANG, Yuan, CHANG, Kevin Chen-Chuan, YING, Jing
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2015
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/4070
https://ink.library.smu.edu.sg/context/sis_research/article/5073/viewcontent/fastppv.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Singapore Management University
Language: English
Be the first to leave a comment!
You must be logged in first