Understanding Learners' Opinion about Participation Certificates in Online Courses using Topic Modeling.
Gaurav NandaNathan M. HicksDavid R. WallerKerrie Anna DouglasDan GoldwasserPublished in: EDM (2018)
Keyphrases
- topic modeling
- online course
- learning styles
- online education
- topic models
- online learning
- learning content
- learner centered
- computer mediated
- latent dirichlet allocation
- e learning
- learning materials
- distance learning
- discussion forums
- statistically significant
- learning experience
- learning environment
- text classification
- learning systems
- learning process
- text mining
- co occurrence
- online environment
- learning resources
- text documents
- learning management systems
- information retrieval
- emotional intelligence
- collaborative filtering
- databases
- learning activities
- learning scenarios
- m learning
- latent variables
- collaborative learning
- probabilistic model
- learning outcomes
- mobile learning
- higher education
- metadata