The Application and Challenges of Big Data in Education

Big data has become a new engine to promote social progress, and education, as an important field to cultivate social subjects in the future, is facing a new period of digital transformation of education centered on big data in the education. Big data technology can not only change the way of teaching and learning, realize the optimal allocation of education resources, promote personalized teaching, also, can improve education management science, but under the intervention of big data technology, data security, privacy protection, and the complexity of technology implementation is all need to solve problems, so this paper will from students, teachers and managers, to discuss the application of big data technology in the field of education and the challenges faced, finally put forward the corresponding solution strategies and Suggestions.

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Publication Details

Published
2025-04-18
DOI
https://doi.org/10.1109/cste64638.2025.11091864
Primary Topic
Technology and Data Analysis
Type
article
Field-Weighted Citation Impact
0.00

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The Application and Challenges of Big Data in Education

Xiangchun He, Shuling Zhang, Yaxin Zhou, Roy Jiang et al.
Technology and Data Analysis
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The Application and Challenges of Big Data in Education

Xiangchun He, Shuling Zhang, Yaxin Zhou, Roy Jiang, Yuqi Han
article en

Abstract

Big data has become a new engine to promote social progress, and education, as an important field to cultivate social subjects in the future, is facing a new period of digital transformation of education centered on big data in the education. Big data technology can not only change the way of teaching and learning, realize the optimal allocation of education resources, promote personalized teaching, also, can improve education management science, but under the intervention of big data technology, data security, privacy protection, and the complexity of technology implementation is all need to solve problems, so this paper will from students, teachers and managers, to discuss the application of big data technology in the field of education and the challenges faced, finally put forward the corresponding solution strategies and Suggestions.

Northwest Normal University (CN)
Technology Development
Quality Education
Openalex Percentile: Top 70%
Technology and Data Analysis
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