Predicting Student Attrition in MOOCs using Sentiment Analysis and Neural Networks.
Devendra Singh ChaplotEunhee RhimJihie KimPublished in: AIED Workshops (2015)
Keyphrases
- sentiment analysis
- neural network
- online course
- massive open online courses
- opinion mining
- sentiment classification
- sentence level
- learning styles
- learning environment
- text classification
- text mining
- learning analytics
- product reviews
- student learning
- online learning
- multi aspect
- user generated
- product features
- genetic algorithm
- databases
- learning process
- collective classification
- online reviews
- information sources
- natural language processing