Proceedings of the 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023)

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Research on Individualized Teaching in Colleges and Universities Based on Knowledge Graph

Authors
Wanxuan Lin1, *
1Criminal Investigation Police, University of China, Shenyang, China
*Corresponding author. Email: 43276303@qq.com
Corresponding Author
Wanxuan Lin
Available Online 26 September 2023.
DOI
10.2991/978-94-6463-238-5_107How to use a DOI?
Keywords
Knowledge map; personalized teaching; higher education; learning paths; learning resources
Abstract

As a new knowledge representation and application technology, knowledge graph is widely used in the field of education. Aiming at the demand of personalized teaching in colleges and universities, this paper proposes a personalized teaching model based on knowledge graph technology. The model can construct the student knowledge map through the students’ personalized learning record and learning situation, and provide the students with personalized learning resources and learning paths according to the students’ knowledge map. This paper introduces the concept, construction method and application scenario of knowledge graph in detail, analyzes the demand and current situation of personalized teaching in colleges and universities, expounds the design idea and implementation method of personalized teaching model based on knowledge graph in colleges and universities, and carries out experimental verification. The experimental results show that the personalized teaching model based on knowledge graph can effectively improve the learning effect and interest of students, and provide a new idea and method for teaching reform in colleges and universities.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023)
Series
Advances in Intelligent Systems Research
Publication Date
26 September 2023
ISBN
10.2991/978-94-6463-238-5_107
ISSN
1951-6851
DOI
10.2991/978-94-6463-238-5_107How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Wanxuan Lin
PY  - 2023
DA  - 2023/09/26
TI  - Research on Individualized Teaching in Colleges and Universities Based on Knowledge Graph
BT  - Proceedings of the 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023)
PB  - Atlantis Press
SP  - 830
EP  - 835
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6463-238-5_107
DO  - 10.2991/978-94-6463-238-5_107
ID  - Lin2023
ER  -