Using Machine Learning Algorithms for Analysing the Factors That Affect Pupil Engagement and Learning Outcomes in CSE.
Sultanah Abdullah A. AlbakriPublished in: UKICER (2022)
Keyphrases
- factors that affect
- machine learning algorithms
- learning outcomes
- learning environment
- student engagement
- learning gains
- peer interaction
- benchmark data sets
- learning algorithm
- learning experience
- learning processes
- machine learning
- open ended
- machine learning methods
- learning achievement
- collaborative learning
- learning problems
- decision trees
- cognitive load
- learning tasks
- learning styles
- learning process
- machine learning approaches
- university students
- learning systems
- e learning
- perceived usefulness
- computer mediated communication
- learning models
- pedagogical agents
- transfer learning
- learning objectives
- computer self efficacy
- standard machine learning algorithms
- statistical machine learning
- student learning styles
- individual differences
- multimedia
- learning goals
- conceptual framework
- learning scenarios
- statistically significant
- computer science courses
- machine learning and data mining algorithms
- data sets