Multimodal data indicators for capturing cognitive, motivational, and emotional learning processes: A systematic literature review.
Omid NorooziHéctor J. Pijeira DíazMarta SobocinskiMuhterem DindarSanna JärveläPaul A. KirschnerPublished in: Educ. Inf. Technol. (2020)
Keyphrases
- learning processes
- literature review
- multimodal data
- learning outcomes
- learning experience
- learning process
- case study
- multimedia databases
- learning environment
- instructional design
- learning scenarios
- cross modal
- similarity search
- learning activities
- social interaction
- collaborative learning
- pedagogical agents
- learning styles
- knowledge building
- cognitive model
- meta cognition
- cognitive science
- virtual environment
- learning objects
- dimensionality reduction methods
- cognitive architecture
- multiple modalities
- intelligent tutoring systems
- multimedia
- data sets
- database
- query processing
- image retrieval
- kernel trick
- data mining
- meta cognitive