Students' Attention Classification During Class Lecture Using BCI and Machine Learning: A Pathway Towards Neurofeedback-Based Learning.
Farhan IshtiaqueErina Binte MotaharMd. Sakibur Rahman SajalM. Ashraful AminFarhana SarkerKhondaker Abdullah Al MamunPublished in: SKIMA (2023)
Keyphrases
- machine learning
- learning process
- supervised learning
- learning tasks
- learning algorithm
- learning problems
- pattern recognition
- learning systems
- class labels
- text classification
- machine learning algorithms
- students learning
- decision trees
- active learning
- undergraduate students
- conceptual understanding
- middle school students
- teaching materials
- cognitive load
- inductive inference
- brain computer interface
- helping students
- mobile learning
- higher education
- reinforcement learning
- educational environment
- educational data mining
- university level
- student engagement
- problem based learning
- blended learning
- learning community
- high school
- learning experience
- support vector machine
- e learning
- feature selection
- learning sciences
- computer programming
- high school students
- elementary school
- secondary school
- training set