Mental Confusion Prediction in E-Learning Contexts with EEG and Machine Learning.
Maria TrigkaElias DritsasPhivos MylonasPublished in: NiDS (1) (2023)
Keyphrases
- machine learning
- e learning
- prediction accuracy
- prediction algorithm
- learning environment
- machine learning methods
- learning systems
- learning experience
- learning materials
- higher education
- information extraction
- natural language processing
- predictive modeling
- online learning
- machine learning and statistical
- learning resources
- learning technologies
- prediction model
- text classification
- learning algorithm
- knowledge management
- feature selection
- learning process
- pattern recognition
- data mining
- artificial intelligence
- machine learning approaches
- prediction error
- computer vision
- distance learning
- knowledge acquisition
- natural language
- statistical methods
- learning tasks
- inductive logic programming
- active learning
- inductive learning
- support vector machine
- computational intelligence
- machine learning algorithms
- eeg signals
- learning activities
- signal processing