Algorithm Research & Explore
|
3672-3677

Incremental subgraph matching algorithm based on neighborhood safe compression on dynamic graph

Xu Zhoubo
Xu Changsheng
Wang Jiaxin
Guangxi Trusted Software Key Laboratory, Guilin University of Electronic Technology, Guilin Guangxi 514000, China

Abstract

Aiming at the problem of information redundancy in the index structure DCS in Symbi, the most advanced incremental subgraph matching algorithm, this paper proposed a new index structure CDCS, and proposed the CDCS update algorithm INCCDCS to the CDCS index structure and dynamically maintained matching results, and finally proposed an incremental subgraph matching algorithm CSymbi for dynamic graphs. By introducing neighborhood information constraints, the method filtered candidate sets during the process of constructing and updating auxiliary structures, and improved the solution efficiency of the algorithm. Finally, it was verified on the Netflow dataset and LSBench dataset. Compared with the existing methods, the number of candidate nodes can be reduced by up to 56%, and the number of candidate edges can be reduced by up to 62%, which effectively reduces the calculation space and improves the solution efficiency.

Foundation Support

国家自然科学基金资助项目(61762027)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2023.04.0176
Publish at: Application Research of Computers Printed Article, Vol. 40, 2023 No. 12
Section: Algorithm Research & Explore
Pages: 3672-3677
Serial Number: 1001-3695(2023)12-023-3672-06

Publish History

[2023-08-09] Accepted Paper
[2023-12-05] Printed Article

Cite This Article

徐周波, 许昌胜, 王嘉鑫. 基于邻域安全压缩的动态图增量子图匹配算法 [J]. 计算机应用研究, 2023, 40 (12): 3672-3677. (Xu Zhoubo, Xu Changsheng, Wang Jiaxin. Incremental subgraph matching algorithm based on neighborhood safe compression on dynamic graph [J]. Application Research of Computers, 2023, 40 (12): 3672-3677. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


Indexed & Evaluation

  • The Second National Periodical Award 100 Key Journals
  • Double Effect Journal of China Journal Formation
  • the Core Journal of China (Peking University 2023 Edition)
  • the Core Journal for Science
  • Chinese Science Citation Database (CSCD) Source Journals
  • RCCSE Chinese Core Academic Journals
  • Journal of China Computer Federation
  • 2020-2022 The World Journal Clout Index (WJCI) Report of Scientific and Technological Periodicals
  • Full-text Source Journal of China Science and Technology Periodicals Database
  • Source Journal of China Academic Journals Comprehensive Evaluation Database
  • Source Journals of China Academic Journals (CD-ROM Version), China Journal Network
  • 2017-2019 China Outstanding Academic Journals with International Influence (Natural Science and Engineering Technology)
  • Source Journal of Top Academic Papers (F5000) Program of China's Excellent Science and Technology Journals
  • Source Journal of China Engineering Technology Electronic Information Network and Electronic Technology Literature Database
  • Source Journal of British Science Digest (INSPEC)
  • Japan Science and Technology Agency (JST) Source Journal
  • Russian Journal of Abstracts (AJ, VINITI) Source Journals
  • Full-text Journal of EBSCO, USA
  • Cambridge Scientific Abstracts (Natural Sciences) (CSA(NS)) core journals
  • Poland Copernicus Index (IC)
  • Ulrichsweb (USA)