Students' Perceptions of E-Learning in Malaysian Universities: Sentiment Analysis Based Machine Learning Approach.
Reem Sualiman BaragashHanan AldowahIrfan Naufal UmarPublished in: J. Inf. Technol. Educ. Res. (2022)
Keyphrases
- sentiment analysis
- e learning
- machine learning
- higher education
- text classification
- educational institutions
- opinion mining
- natural language processing
- text mining
- learning experience
- distance learning
- sentiment classification
- learning environment
- distance education
- learning activities
- higher education institutions
- multi aspect
- sentence level
- online learning
- learning process
- online reviews
- blended learning
- knowledge discovery
- public opinion
- virtual classroom
- learning management systems
- product reviews
- user generated
- learning materials
- machine learning algorithms
- learning objects
- hong kong
- online course
- learning algorithm
- remote laboratories
- product features
- data mining
- teaching methods
- knowledge management
- information extraction
- sentiment lexicon
- educational process
- feature selection
- faculty members
- data analysis
- social media
- knowledge representation
- computer self efficacy
- engineering education
- learning styles
- text categorization