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Development status and prospect of vertical domain knowledge graph in China

Fu Leijie1
Cao Yan1
Bai Yu1
Leng Jiewu2
1. School of Mechatronic Engineering, Xi'an Technological University, Xi'an 710021, China
2. State Key Laboratory of Precision Electronic Manufacturing Technology & Equipment, Guangdong University of Technology, Guangzhou 510006, China

Abstract

In order to fully demonstrate the current research status of vertical knowledge graph, this paper took vertical domain knowledge graph as the research object to summarize its development status and trends. Firstly, the paper discussed in detail some key topics of the vertical domain knowledge graph, such as the definition and classification, architecture and key technologies. Furthermore, it focused on the specific applications of knowledge graph in vertical field, and took the academic information knowledge graph and medical and health knowledge graph as examples. Finally, this paper pointed out the problems and future trends in the development of knowledge graph in vertical fields.

Foundation Support

陕西省重点研发计划资助项目(2020GY-147)
广东省科技计划资助项目(2019A05050310)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.04.0095
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 11
Section: Survey
Pages: 3201-3214
Serial Number: 1001-3695(2021)11-001-3201-14

Publish History

[2021-11-05] Printed Article

Cite This Article

付雷杰, 曹岩, 白瑀, 等. 国内垂直领域知识图谱发展现状与展望 [J]. 计算机应用研究, 2021, 38 (11): 3201-3214. (Fu Leijie, Cao Yan, Bai Yu, et al. Development status and prospect of vertical domain knowledge graph in China [J]. Application Research of Computers, 2021, 38 (11): 3201-3214. )

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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