App. Res. of Comp. Accepted Paper
Vol. 41, 2024 No. 7

Review of research on program algorithm recognition

Zhang Yawen
Zhang Liping
Yan Sheng
Wei Min
School of Computer Science & Technology, Inner Mongolia Normal University, Hohhot Inner Mongolia 010022, China
DOI: 10.19734/j.issn.1001-3695.2023.09.0504

Abstract

Understanding the algorithms described in program code can help programmers grasp the program and carry out various software engineering tasks. Because manual understanding of program algorithms requires programmers to have rich professional knowledge and is time-consuming and labor-intensive, the main research goal of program algorithm recognition is to achieve automation of program algorithm understanding, which is more efficient and accurate compared to manual understanding. This paper systematically organized the relevant work in the field of program algorithm recognition. Firstly, it combed the concepts related to program algorithm recognition and introduce methods based on knowledge representation and information retrieval. Secondly, it divided the code representation based methods into sequence based, tree based and graph based methods for detailed elaboration, and made a summary and comparison of the three types of methods. Finally, it introduced the relevant application fields of the program algorithm recognition task, analyzed the remaining problems and made prospects for future development.

Foundation Support

国家自然科学基金项目(61462071)
内蒙古自然科学基金项目(2023LHMS06009)
内蒙古自治区教育科学研究"十四五"规划2023年度课题(2023NGHZX-ZH119,NGJGH2023234)
内蒙古师范大学基本科研业务费专项资助项目(2022JBXC018)
内蒙古师范大学研究生创新基金资助项目(CXJJS22137)
内蒙古自治区直属高校基本科研业务费项目(CXJJS23067)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2023.09.0504
Publish at: Application Research of Computers Accepted Paper, Vol. 41, 2024 No. 7

Publish History

[2023-12-29] Accepted Paper

Cite This Article

张雅雯, 张丽萍, 闫盛, 等. 程序算法识别研究综述 [J]. 计算机应用研究, 2024, 41 (7). (2024-04-10). https://doi.org/10.19734/j.issn.1001-3695.2023.09.0504. (Zhang Yawen, Zhang Liping, Yan Sheng, et al. Review of research on program algorithm recognition [J]. Application Research of Computers, 2024, 41 (7). (2024-04-10). https://doi.org/10.19734/j.issn.1001-3695.2023.09.0504. )

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)