Prediction of academic performance of students in online live classroom interactions—an analysis using natural language processing and deep learning methods

Y Zhen, JD Luo, H Chen - Journal of Social Computing, 2023 - ieeexplore.ieee.org
Prior studies have shown the importance of classroom dialogue in academic performance,
through which knowledge construction and social interaction among students take place …

Using feature interaction for mining learners' hidden information in MOOC dropout prediction

T Pan, G Feng, X Liu, W Wu - International Conference on Intelligent …, 2023 - Springer
Massive open online courses (MOOC) are increasingly prevalent as a result of the rise in
internet usage in recent years. However, the current development of MOOC is being …

用機器學習分析並預測線上付費課程用戶的學習行為以及高價值用戶其特徵-以Hahow 為例

李妮燁 - 國立臺灣大學資訊管理學系學位論文, 2020 - airitilibrary.com
隨著科技日新月異, 網路已深入家家戶戶, 串流影音跟著興起, 人們逐漸習慣於即時取得網路上的
資訊, 觀看各式的影音資源. 資訊傳遞的即時性與方便性, 帶動了教育形式的多元化 …