Research on the Application Mode of Knowledge Graph in Education

被引:0
作者
Hou, Yaning [1 ]
Liu, Bo [1 ]
Fan, Qianxi [1 ]
Zhou, Jianqiang [1 ]
机构
[1] South China Normal Univ, Sch Informat Technol Educ, Guangzhou, Peoples R China
来源
PROCEEDINGS OF 2023 6TH INTERNATIONAL CONFERENCE ON EDUCATIONAL TECHNOLOGY MANAGEMENT, ICETM 2023 | 2023年
关键词
Knowledge Graph Education Application; Discipline knowledge Graph; Knowledge Graph Construction; Knowledge Reasoning;
D O I
10.1145/3637907.3637976
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With the emergence of AI technology, the application of artificial intelligence in education has been a popular topic in educational technology. Knowledge maps, the latest form of knowledge engineering in the field of AI, have significant research value in education. This paper introduces fundamental research methods in knowledge maps and analyzes classic cases in the education field, using discipline knowledge graphs. Based on existing analysis and further study, three research models for knowledge maps in the education field have been developed. These models include intellectualized teaching resources, personalized teaching, and optimized educational decision-making. They are designed for research, teaching, and management levels respectively. Finally, this paper proposes specific suggestions and expectations for the reasonable implementation of knowledge map technology in the education field.
引用
收藏
页码:215 / 220
页数:6
相关论文
共 19 条
  • [1] [Anonymous], 2012, Educational Informatization in China, P3
  • [2] MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis
    Buitelaar, Paul
    Wood, Ian D.
    Negi, Sapna
    Arcan, Mihael
    McCrae, John P.
    Abele, Andrejs
    Robin, Cecile
    Andryushechkin, Vladimir
    Ziad, Housam
    Sagha, Hesam
    Schmitt, Maximilian
    Schuller, Bjoern W.
    Fernando Sanchez-Rada, J.
    Iglesias, Carlos A.
    Navarro, Carlos
    Giefer, Andreas
    Heise, Nicolaus
    Masucci, Vincenzo
    Danza, Francesco A.
    Caterino, Ciro
    Smrz, Pavel
    Hradis, Michal
    Povolny, Filip
    Klimes, Marek
    Matejka, Pavel
    Tummarello, Giovanni
    [J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 20 (09) : 2454 - 2465
  • [3] dan Gao Dan., 2014, Construction and application of discipline knowledge ontology
  • [4] Huan Huang, 2019, Modern Educational Technology, V29, P89
  • [5] Jian Lin., 2022, Journal of Distance Education, V40, P23
  • [6] juan Zhong Wan, 2016, Education development research, V36, P8
  • [7] Leaf waves, 2019, China Vocational and Technical Education, P93
  • [8] Li Zhen, 2019, Journal of Distance Education, V37, P42
  • [9] Mao Gao, 2022, Computer Application Research, V39, P2257
  • [10] The State Council, 2017, Circular of the State Council on Printing and Issuing a New Generation of Artificial Intelligence Development Plan [EB / OL]