Proceedings of the 2022 2nd International Conference on Education, Information Management and Service Science (EIMSS 2022)

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Analysis of Online Course Learning Data Based on Density Peak Clustering and Research on Teaching Mode

Authors
Han Guo1, Rui Zhang1, Xiao-Nan Fang1, *
1School of Information Engineering, Shandong Management University, Jinan, China
*Corresponding author. Email: franknan@126.com
Corresponding Author
Xiao-Nan Fang
Available Online 12 December 2022.
DOI
10.2991/978-94-6463-024-4_48How to use a DOI?
Keywords
Density Peak Clustering; data analysis; online course; Hybrid teaching mode
Abstract

With the development of Zhihuishu platform, online courses have also been constructed and promoted. In this study, taking the web front-end development technology course as an example, this paper uses the Density Peak Clustering method to analyse the online learning data of students. By watching videos and submitting tests, students can be divided into three types: active, medium and passive. The attitudes of medium and passive students towards online courses need to be further improved. It shows that the intervention and guidance of teacher need to be increased in course teaching. Finally, this research explores the “before class - in class - after class” trinity hybrid teaching mode.

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 2022 2nd International Conference on Education, Information Management and Service Science (EIMSS 2022)
Series
Atlantis Highlights in Computer Sciences
Publication Date
12 December 2022
ISBN
10.2991/978-94-6463-024-4_48
ISSN
2589-4900
DOI
10.2991/978-94-6463-024-4_48How 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

risenwbib
TY  - CONF
AU  - Han Guo
AU  - Rui Zhang
AU  - Xiao-Nan Fang
PY  - 2022
DA  - 2022/12/12
TI  - Analysis of Online Course Learning Data Based on Density Peak Clustering and Research on Teaching Mode
BT  - Proceedings of the 2022 2nd International Conference on Education, Information Management and Service Science (EIMSS 2022)
PB  - Atlantis Press
SP  - 457
EP  - 465
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-024-4_48
DO  - 10.2991/978-94-6463-024-4_48
ID  - Guo2022
ER  -