[HTML][HTML] Using learning analytics with temporal modeling to uncover the interplay of before-class video viewing engagement, motivation, and performance in an active …

JY Wu, CH Liao, CC Tsai, OM Kwok - Computers & Education, 2024 - Elsevier
Video learning is a crucial component in flipped learning related to learners' readiness to
attend more complex face-to-face activities. However, instructors may not know students' …

Application of explainable artificial intelligence approach to predict student learning outcomes

JB Sanfo - Journal of Computational Social Science, 2025 - Springer
Abstract Machine learning can help predict critical educational outcomes, but its “black-box”
nature is a significant challenge for its broad adoption in educational settings. This study …