Learning What Works in ITS from Non-traditional Randomized Controlled Trial Data.
Zachary A. PardosMatthew D. DaileyNeil T. HeffernanPublished in: Intelligent Tutoring Systems (2) (2010)
Keyphrases
- data sets
- data sources
- background knowledge
- missing data
- data processing
- data points
- training data
- data structure
- synthetic data
- image data
- prior knowledge
- learning process
- original data
- high quality
- knowledge discovery
- data analysis
- input data
- experimental data
- data collection
- database
- complex data
- human experts
- learning problems
- learning tasks
- learning models
- learned models
- high dimensional data
- knowledge acquisition
- online learning
- supervised learning
- probability distribution
- domain knowledge
- reinforcement learning
- data mining
- neural network