A review on data fusion in multimodal learning analytics and educational data mining
The new educational models such as smart learning environments use of digital and context‐
aware devices to facilitate the learning process. In this new educational scenario, a huge …
aware devices to facilitate the learning process. In this new educational scenario, a huge …
An experimental platform for real-time students engagement measurements from video in stem classrooms
I Alkabbany, AM Ali, C Foreman, T Tretter, N Hindy… - Sensors, 2023 - mdpi.com
The ability to measure students' engagement in an educational setting may facilitate timely
intervention in both the learning and the teaching process in a variety of classroom settings …
intervention in both the learning and the teaching process in a variety of classroom settings …
Understanding flow experience in video learning by multimodal data
Y Wang, B Chen, H Liu, Z Hu - International Journal of Human …, 2024 - Taylor & Francis
Video-based learning has successfully become an effective alternative to face-to-face
instruction. In such situations, modeling or predicting learners' flow experience during video …
instruction. In such situations, modeling or predicting learners' flow experience during video …
Progress in Multimodal Affective Computing: From Machine Learning to Deep Learning
M Chanchal, B Vinoth Kumar - Smart Computer Vision, 2023 - Springer
Introduction: Human reaction varies from person to person, so developing a generic model
to find the emotion has its own requirement. Due to the increase in the necessity to interpret …
to find the emotion has its own requirement. Due to the increase in the necessity to interpret …