Proceedings of the 2023 4th International Conference on Education, Knowledge and Information Management (ICEKIM 2023)

Research and Application of Online Learning Mechanism Based on Data Drive

Authors
Zhao Liang1, Xiaohua Xiao1, *, Ruixia Wu2, Guili Zhang1, Hanyue Zhang1, Yinglong Yu1, Gang Cao1
1Network and Information Center, Southwest Petroleum University, Chengdu, Sichuan, China
2Marxism College, Sichuan Water Conservancy Vocational College, Chengdu, Sichuan, China
*Corresponding author. Email: xiaoxh@swpu.edu.cn
Corresponding Author
Xiaohua Xiao
Available Online 30 June 2023.
DOI
10.2991/978-94-6463-172-2_187How to use a DOI?
Keywords
Online Behavior Mechanism; Clustering of Teachers and Students; Academic achievement Prediction; Personalized Teaching
Abstract

With the rapid development of online teaching, teachers’ and students’ online teaching and learning activities have generated massive amounts of behavioral data. Through in-depth mining and analysis of these behavioral data information, such technologies as teacher-student clustering technology, user portrait technology, and academic performance prediction based on behavioral data, in order to improve the effect of online teaching, realize individualized teaching with thousands of people. And select a course for empirical application to help teaching staff master the learning trend of learners, gain a deeper understanding of learners’ learning situation, and promote scientific and continuous improvement of online courses.

Copyright
© 2023 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 Education, Knowledge and Information Management (ICEKIM 2023)
Series
Atlantis Highlights in Computer Sciences
Publication Date
30 June 2023
ISBN
978-94-6463-172-2
ISSN
2589-4900
DOI
10.2991/978-94-6463-172-2_187How to use a DOI?
Copyright
© 2023 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

TY  - CONF
AU  - Zhao Liang
AU  - Xiaohua Xiao
AU  - Ruixia Wu
AU  - Guili Zhang
AU  - Hanyue Zhang
AU  - Yinglong Yu
AU  - Gang Cao
PY  - 2023
DA  - 2023/06/30
TI  - Research and Application of Online Learning Mechanism Based on Data Drive
BT  - Proceedings of the 2023 4th International Conference on Education, Knowledge and Information Management (ICEKIM 2023)
PB  - Atlantis Press
SP  - 1695
EP  - 1702
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-172-2_187
DO  - 10.2991/978-94-6463-172-2_187
ID  - Liang2023
ER  -