Active Learning at Large-Scale: Using Video Tutorials to Learn by Teaching.
Pedro Guillermo Feijóo GarcíaNimisha RoyPublished in: SIGCSE (2) (2024)
Keyphrases
- active learning
- learning process
- video sequences
- video data
- small scale
- multimedia
- crowd sourced
- online learning
- real time
- video streams
- space time
- lecture videos
- semi supervised
- training examples
- video content
- learning environment
- hybrid learning
- e learning
- key frames
- learning analytics
- video clips
- award winning
- unsupervised manner
- teaching methods
- video database
- video analysis
- gain a deeper understanding
- video surveillance
- learning strategies
- event detection
- video retrieval
- random sampling
- distance learning
- experimental design
- cooperative learning
- digital video
- higher education
- interactive learning
- learning systems
- labeled data
- video collections
- supervised learning
- relevance feedback
- active learning strategies
- machine learning