Mining MOOC Clickstreams: On the Relationship Between Learner Video-Watching Behavior and Performance.
Christopher G. BrintonSwapna BuccapatnamMung ChiangH. Vincent PoorPublished in: CoRR (2015)
Keyphrases
- video sequences
- data mining
- video data
- e learning
- video content
- pattern mining
- video streams
- text mining
- learning process
- video frames
- multimedia
- video database
- video clips
- real time
- spatial and temporal
- mining algorithm
- learning environment
- cognitive style
- knowledge discovery
- video analysis
- video retrieval
- temporal information
- sequential patterns
- web mining
- web server
- language learning
- multimedia data
- human behavior
- frequent patterns
- frequent itemsets
- itemsets