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Survey on building knowledge graphs for aerospace manufacturing

Qiu Ling1a,1b
Zhang Ansi1b,1c
Li Shaobo1b,1c
Zhang Yizong1c
Shen Mingming1c,2
Zhou Peng1d
1. a. School of Computer Science & Technology, b. State Key Laboratory of Public Big Data, c. School of Mechanical Engineering, d. Key Laboratory of Advanced Manufacturing Technology of the Ministry of Education, Guizhou University, Guiyang 550025, China
2. School of Mechanical & Electrical Engineering, Guizhou Normal University, Guiyang 550025, China

Abstract

At present, aviation equipment manufacturing enterprises have accumulated a large amount of data in the design and manufacturing-related processes. Based on the knowledge graph technology, these data can be effectively integrated and managed, and the manufacturing knowledge that is continuously updated can be mined, which will provide powerful knowledge support for the wisdom upgrade of aviation manufacturing enterprises. In order to explore the theoretical support system and practical application of knowledge graph in the field of aviation manufacturing, this paper firstly analyzed the architecture, defi-nition and characteristics of aviation manufacturing knowledge graph through literature research. Secondly, it elucidated the core technologies in the process of constructing the knowledge graph domain and conducted a research review, then compared the similarities and differences in the construction technologies between the aerospace manufacturing knowledge graph and the general knowledge graph. In the light of the review, it proposed three practical directions for the application of the aerospace manufacturing knowledge graph and its solutions. Finally, this paper stated the challenges of the future aerospace manufactu-ring knowledge graph and foreseen, and hoped to provide some ideas for the subsequent research in this field.

Foundation Support

国家重点研发计划资助项目(2020YFB1713300)
贵州省高等学校集成攻关大平台资助项目(黔教合KY字[2020]005)
贵州省高等学校人才培养基地资助项目(黔教合KY字[2020]009)
贵州省科技计划资助项目(黔科合重大专项字[2019]3003,黔科合人才[2015]4011,黔科合平台人才[2017]5788)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.09.0367
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 4
Section: Survey
Pages: 968-977
Serial Number: 1001-3695(2022)04-002-0968-10

Publish History

[2021-12-08] Accepted Paper
[2022-04-05] Printed Article

Cite This Article

邱凌, 张安思, 李少波, 等. 航空制造知识图谱构建研究综述 [J]. 计算机应用研究, 2022, 39 (4): 968-977. (Qiu Ling, Zhang Ansi, Li Shaobo, et al. Survey on building knowledge graphs for aerospace manufacturing [J]. Application Research of Computers, 2022, 39 (4): 968-977. )

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.


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