Enhancing E-Learning Adaptability with Automated Learning Style Identification and Sentiment Analysis: A Hybrid Deep Learning Approach for Smart Education.
Tahir HussainLasheng YuMuhammad AsimAfaq AhmedMudasir Ahmad WaniPublished in: Inf. (2024)
Keyphrases
- sentiment analysis
- deep learning
- learning styles
- e learning
- learning materials
- learning process
- learning experience
- learning management systems
- learning resources
- educational process
- opinion mining
- computer based training
- educational hypermedia
- teaching methods
- hybrid learning
- student centered
- unsupervised learning
- sentiment classification
- distance learning
- higher education
- text classification
- learning preferences
- distance education
- online learning
- machine learning
- blended learning
- online course
- text mining
- natural language processing
- sentiment lexicon
- learning objects
- mental models
- knowledge management
- product reviews
- learning environment
- active learning
- teaching learning
- information retrieval
- learning algorithm
- data points
- information extraction
- co occurrence
- data mining