Investigating Learning Experience of MOOCs Learners Using Topic Modeling and Sentiment Analysis.
Siri Amanda RääfJohanna KnöösFisnik DalipiZenun KastratiPublished in: ITHET (2021)
Keyphrases
- learning experience
- topic modeling
- sentiment analysis
- opinion mining
- text classification
- text mining
- topic models
- learning outcomes
- learning process
- e learning
- learning styles
- learning resources
- learning scenarios
- latent dirichlet allocation
- computer based learning
- sentiment classification
- mobile learning
- sentiment lexicon
- personalized learning
- m learning
- online course
- learning opportunities
- text documents
- text categorization
- natural language processing
- knowledge discovery
- learning preferences
- information retrieval
- product reviews
- neural network
- learning analytics
- bag of words
- collaborative filtering
- active learning
- expert systems
- machine learning