Predicting Audio Training Learning Outcomes Using EEG Data and KNN Modeling.
Abel DesotoEthan SantosFrancis LiriKenneth FallerDevin HengJoshua DoddKiran GeorgeJulia DrouinPublished in: AIIoT (2022)
Keyphrases
- knn
- learning outcomes
- k nearest neighbor
- learning experience
- learning processes
- nearest neighbor
- eeg data
- learning environment
- k nearest neighbour
- learning styles
- collaborative learning
- distance function
- knn algorithm
- text categorization
- individual differences
- multimedia
- text classification
- feature selection
- similarity search
- support vector machine
- training set
- knn classification
- online learning
- brain computer interface
- pedagogical agents
- single trial
- speech recognition
- neural network
- independent component analysis
- signal processing
- eeg signals
- instructional strategies
- data points
- decision trees