Effective Feature Learning with Unsupervised Learning for Improving the Predictive Models in Massive Open Online Courses.
Mucong DingKai YangDit-Yan YeungTing-Chuen PongPublished in: CoRR (2018)
Keyphrases
- unsupervised learning
- deep architectures
- supervised learning
- accurate models
- prior knowledge
- learning process
- learning algorithm
- structured prediction
- deep learning
- online learning
- learned models
- learning models
- learning tasks
- learning systems
- predictive modeling
- probabilistic model
- predictive state representations
- data mining
- mobile learning
- model selection
- end users
- pattern recognition
- machine learning