Unified and incremental SimRank: Index-free approximation with scheduled principle

Unified and incremental SimRank: Index-free approximation with scheduled principle

SimRank is a popular link-based similarity measure on graphs. It enables a variety of applications with different modes of querying (e.g., single-pair, single-source and all-pair modes). In this paper, we propose UISim, a unified and incremental framework for all SimRank modes based on a scheduled a...

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Bibliographic Details
Main Authors: ZHU, Fanwei, FANG, Yuan, ZHANG, Kai, CHANG, Kevin C.-C., CAO, Hongtai, JIANG, Zhen, WU, Minghui
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
Subjects:
SimRank approximation
unification
index-free
scheduled principle
scalability
Databases and Information Systems
Theory and Algorithms
Online Access:https://ink.library.smu.edu.sg/sis_research/8209
https://ink.library.smu.edu.sg/context/sis_research/article/9212/viewcontent/TKDE21_UISim.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/8209
https://ink.library.smu.edu.sg/context/sis_research/article/9212/viewcontent/TKDE21_UISim.pdf

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