Learner performance prediction in the e-learning platform using the optimized deep long short-term memory classifier.
Ahmad AlZu'biPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2022)
Keyphrases
- e learning
- life long
- learning materials
- learning environment
- learning process
- online learning
- learning experience
- life long learning
- prediction accuracy
- learning objects
- feature selection
- distance learning
- learning path
- ensemble classifier
- learning content
- prediction model
- adaptive learning
- support vector
- multimedia
- feature set
- pervasive learning
- learning technologies
- decision trees
- classification method
- learning resources
- higher education
- mobile learning
- m learning
- learning systems
- prediction error
- feature space
- support vector machine
- adaptive hypermedia
- multi class
- genetic algorithm
- learner centred
- metadata
- learner model
- effective learning
- personal learning environments
- training examples
- lifelong learning
- learning classifier systems
- virtual learning environments
- ensemble learning
- classification models
- learning management systems
- language learning