Using learning analytics with temporal modeling to uncover the interplay of before-class video viewing engagement, motivation, and performance in an active learning context.
Jiun-Yu WuChen-Hsuan LiaoChin-Chung TsaiOi-Man KwokPublished in: Comput. Educ. (2024)
Keyphrases
- learning analytics
- active learning
- spatial and temporal
- temporal information
- learning analytics and knowledge
- educational data mining
- temporal aspects
- networked learning
- video sequences
- technology enhanced learning
- video data
- temporal consistency
- informal learning
- personal learning environments
- space time
- learning design
- spatio temporal
- learning strategies
- multimedia
- learning environment
- context aware
- dynamic textures
- learning sciences
- visual analytics
- video frames
- tv programs
- machine learning