A Genetic Algorithm-Based Support Vector Machine Approach for Intelligent Usability Assessment of m-Learning Applications.
Muhammad AsgharImran Sarwar BajwaShabana RamzanHina AfreenSaima AbdullahPublished in: CoRR (2024)
Keyphrases
- m learning
- support vector machine
- user experience
- mobile learning
- context aware
- mobile applications
- e learning
- higher education
- learning technologies
- learning experience
- distance education
- success factors
- svm classifier
- mobile phone
- mobile technologies
- distinguishing features
- mobile devices
- learning content
- learning systems
- multi class
- learning contexts
- support vector machine svm
- support vector
- feature selection
- wireless technologies
- educational contexts
- informal learning
- critical success factors
- kernel function
- user behavior
- lifelong learning
- intelligent systems
- training data
- decision forest
- database
- technical infrastructure
- interface design
- learning resources
- end users
- training set
- machine learning