Towards A General Method for Building Predictive Models of Learner Success using Educational Time Series Data.
Christopher A. BrooksCraig ThompsonStephanie D. TeasleyPublished in: LAK Workshops (2014)
Keyphrases
- high accuracy
- linear model
- probabilistic model
- special case
- e learning
- monte carlo simulation
- parameter estimation
- preprocessing
- significant improvement
- support vector machine svm
- predictive model
- data sets
- bayesian framework
- high precision
- segmentation method
- similarity measure
- model selection
- pairwise
- cost function
- detection method
- em algorithm
- data points
- decision trees
- learning process