(PDF) Research on Academic Prediction and Intervention From ...
www.researchgate.net › ... › Big Data
In the context of education big data, it uses data mining and learning analysis technology to accurately predict and effectively intervene in learning.
This research analyzes student life behavior data and learning behavior data. A model of student behavior characteristics is constructed.
In the context of education big data, it uses data mining and learning analysis technology to accurately predict and effectively intervene in learning. It ...
In the context of education big data, it uses data mining and learning analysis technology to accurately predict and effectively intervene in learning.
Sep 25, 2024 · This approach is particularly useful for analyzing student progress, engagement, and other behavioral patterns to support personalized education ...
Duration: 10:53
Posted: Sep 4, 2024
Posted: Sep 4, 2024
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The study of (Mashiloane & Mchunu, 2013) focuses on using Educational Data Mining to predict first year students' success or failure based on first semester ...
Educational Big Data: : Predictions, Applications and Challenges
dl.acm.org › doi › j.bdr.2021.100270
In this survey, we will review predictive research, its applications, and its challenges. We first introduce the significance and background of educational big ...
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A systematical literature review on predicting student performance by using data mining techniques is proposed to improve students achievements.
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This paper analyzes various machine learning algorithms to predict student failure in a specific educational dataset and a specific environment.