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publication name Scaling Subgraph Matching by Improving Ullmann Algorithm.
Authors Karam Gouda; Gyöngyi Bujdosó; Mosab Hassaan
year 2022
keywords Subgraph matching; NP-complete; graph database
journal The journal of Computing and Informatics
volume 41
issue 4
pages 1002-1024
publisher Slovak Academy of Sciences
Local/International International
Paper Link https://www.cai.sk/ojs/index.php/cai/article/view/2022_4_1002/1181
Full paper download
Supplementary materials Not Available
Abstract

Graphs are vastly used to represent many complex data semantics in several domains. Subgraph isomorphism checking (an NP-complete problem) is a regular operation with this kind of data. In this paper, we propose an improvement of Ullmann algorithm, a well-known subgraph isomorphism checker. Our new algorithm is called Ullmann-ON^L. It utilizes a novel sorting method for query vertices and L-levels of vertex neighborhoods (N^L) to confine the search space of Ullmann algorithm. Our performance study shows that Ullmann-ONL outperforms previously proposed algorithms with a wide margin.

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