Proceedings of the 2022 3rd International Conference on Big Data and Informatization Education (ICBDIE 2022)

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Research on the Influence of Information Technology on China’s Higher Education in the Post-epidemic Era

Authors
Yan Chen1, *, Hang Zhang2
1School of Education, Tianjin University, Tianjin, China
2College of Intelligence and Computing, Tianjin University, Tianjin, China
*Corresponding author. Email: chenyan05191@outlook.com
Corresponding Author
Yan Chen
Available Online 23 December 2022.
DOI
10.2991/978-94-6463-034-3_75How to use a DOI?
Keywords
Information technology; Higher education; Regression forest; Post-epidemic era
Abstract

The development of information technology has added new vitality to the teaching work of colleges and universities. This article mainly discusses the influence of information technology on higher education in the post-epidemic era and proposes relevant countermeasures. In the post-epidemic era, information technology promotes the personalized and international of higher education, enriches the diversity of teaching methods and promotes the transformation from “blended” to “double-blended”. Simultaneously, we construct a student performance analysis and prediction model based on regression forest, and verify the effectiveness of the model in a real dataset, which illustrates how information technology represented by big data and data mining is integrated with higher education to bring a new teaching experience. Finally, this paper also puts forward some relevant strategies on the future development of online education.

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 3rd International Conference on Big Data and Informatization Education (ICBDIE 2022)
Series
Atlantis Highlights in Computer Sciences
Publication Date
23 December 2022
ISBN
978-94-6463-034-3
ISSN
2589-4900
DOI
10.2991/978-94-6463-034-3_75How 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  - Yan Chen
AU  - Hang Zhang
PY  - 2022
DA  - 2022/12/23
TI  - Research on the Influence of Information Technology on China’s Higher Education in the Post-epidemic Era
BT  - Proceedings of the 2022 3rd International Conference on Big Data and Informatization Education (ICBDIE 2022)
PB  - Atlantis Press
SP  - 726
EP  - 736
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-034-3_75
DO  - 10.2991/978-94-6463-034-3_75
ID  - Chen2022
ER  -