A Conceptual Framework for Automatic Generation of Examinations Using Machine Learning Algorithms in Learning Management Systems.
Emma CheseremElizaphan M. MainaJohn KihoroJonathan MwauraPublished in: WCCE (2022)
Keyphrases
- conceptual framework
- machine learning algorithms
- learning management systems
- learning algorithm
- learning objects
- benchmark data sets
- machine learning
- learning styles
- higher education
- learning process
- online learning
- e learning
- distance learning
- decision trees
- learning problems
- machine learning methods
- predictive accuracy
- scorm compliant
- agent negotiation
- random forests
- learning content
- theoretical framework
- educational environment
- learning materials
- machine learning approaches
- machine learning systems
- learning technologies
- online education
- statistical machine learning
- conceptual model
- learning models
- general purpose
- higher education institutions
- online course
- computer mediated
- learning systems
- information extraction
- knowledge discovery
- active learning
- data analysis
- metadata
- machine learning and data mining algorithms