Clustering Analysis of Learners' Watching Sequences on MOOC Videos.
Peijie LiaoJing XuShimin GongWei LiuYingying YiPublished in: ICCSE (2021)
Keyphrases
- clustering analysis
- pre recorded
- clustering method
- fuzzy clustering
- cluster analysis
- microarray
- clustering algorithm
- cluster membership
- learning environment
- data mining
- online course
- learning experience
- learning styles
- k means
- learning activities
- data clustering
- discussion forums
- learning process
- anomaly detection
- e learning
- video sequences
- learning materials
- collaborative learning
- learning outcomes
- video frames
- neural network
- validity measures
- video clips
- expert systems
- knowledge discovery
- fuzzy c means
- video analysis
- video database
- video data
- fuzzy logic
- information retrieval
- semi supervised
- online learning