Integrating metacognitive judgments and eye movements using sequential pattern mining to understand processes underlying multimedia learning.
Nicholas V. MudrickRoger AzevedoMichelle TaubPublished in: Comput. Hum. Behav. (2019)
Keyphrases
- data streams
- eye movements
- sequential pattern mining
- multimedia learning
- sequential patterns
- learning outcomes
- multi dimensional
- eye tracking
- visual attention
- multimedia
- pattern mining
- cognitive theory
- frequent patterns
- web logs
- eye gaze
- mining algorithm
- instructional design
- learning environment
- learning materials
- learning processes
- learning experience
- real world
- pattern discovery
- frequent pattern mining
- website