A Prediction and Early Alert Model Using Learning Management System Data and Grounded in Learning Science Theory.
Won-Joon HongMatthew L. BernackiPublished in: EDM (2017)
Keyphrases
- prior knowledge
- experimental data
- learning models
- data sets
- learning process
- computational model
- learning management systems
- probability distribution
- learned models
- predictive model
- training data
- learning algorithm
- input data
- online learning
- database
- e learning
- domain knowledge
- machine learning
- active learning
- learning environment
- distance learning
- reinforcement learning
- learning processes
- prediction model
- web services
- blended learning
- learning sciences
- models built
- web based education