Research on connotation, technology and application of educational knowledge graph based on multi-modal resources

Gao Mao
Zhang Liping
College of Computer Science & Technology, Inner Mongolia Normal University, Hohhot 010022, China

Abstract

The traditional research on educational knowledge graph is mostly text-oriented and ignores the interpretation function of multimodal resources to educational knowledge and its rich characteristic representation. In order to promote the follow-up research work better, this paper reviewed the educational knowledge graph from the perspective of multi-modal resources. Firstly, it introduced the concept and classification of knowledge graph. Secondly, it introduced the connotation of the educational knowledge graph, summarized the definition, classification and construction framework of educational knowledge graph. Thirdly, combined with deep learning represented by neural network, it introduced the construction technology of educational knowledge graph. Finally, it summarized the specific application of the educational knowledge graph, pointed out the problems existing in current research and future research directions.

Foundation Support

国家自然科学基金资助项目(61462071)
内蒙古自然科学基金资助项目(2018MS06009,2021LHMS06012)
内蒙古哲学社会科学研究专项项目(ZSZX21097,ZSZX21102)
内蒙古师范大学自主科研项目(29K19ZZYF017)
内蒙古自治区高等学校科学研究项目(NJZY21560)
内蒙古自治区研究生科研创新基金资助项目(SZ2020121,S20210278Z)
内蒙古师范大学研究生科研创新基金资助项目(CXJJS20126,CXJJS21157)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.12.0686
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 8
Section: Survey
Pages: 2257-2267
Serial Number: 1001-3695(2022)08-003-2257-11

Publish History

[2022-03-15] Accepted Paper
[2022-08-05] Printed Article

Cite This Article

高茂, 张丽萍. 融合多模态资源的教育知识图谱的内涵、技术与应用研究 [J]. 计算机应用研究, 2022, 39 (8): 2257-2267. (Gao Mao, Zhang Liping. Research on connotation, technology and application of educational knowledge graph based on multi-modal resources [J]. Application Research of Computers, 2022, 39 (8): 2257-2267. )

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.

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