Simulation-based Approximate Graph Pattern Matching

被引:2
作者
Chen, Xiaoshuang [1 ]
机构
[1] Univ New South Wales, Sydney, NSW, Australia
来源
SIGMOD'20: PROCEEDINGS OF THE 2020 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA | 2020年
关键词
simulation; graph pattern matching; inexact matching; ALGORITHM;
D O I
10.1145/3318464.3384401
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Graph pattern matching is a fundamental problem in analyzing attributed graphs, that is to search the matches of a given query graph in a large data graph. However, existing algorithms either encounter with the performance issues or cannot capture reasonable matches. In this paper, we propose a simulation-based approximate pattern matching algorithm that is not only efficient to compute, but also able to capture those reasonable matches (missed by existing algorithms).
引用
收藏
页码:2825 / 2827
页数:3
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