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The online education is accelerating the transformation and innovation of the education industry with the rise of smart education. Learning behavior data analysis has promoted the development of education informatization. Using these learning behavior big data, a technology framework is proposed to improve teaching quality. Then, taking academic performance prediction as a case study, we provides an effective strategy to predict students’ academic performance. Through the case study, we learn more about the weak points in the students’ learning processes based on the analysis of learning behaviors. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
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ISSN: 1876-1100
年份: 2023
卷: 1031 LNEE
页码: 1-6
语种: 英文
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