How to Collect, Analyze and Act on Learning Data in Computer Science Courses (Abstract Only).
Ananda GunawardenaPublished in: SIGCSE (2017)
Keyphrases
- data collection
- data sets
- data analysis
- database
- data points
- high quality
- training data
- complex data
- decision trees
- background knowledge
- experimental data
- knowledge discovery
- neural network
- spatial data
- learning systems
- synthetic data
- statistical analysis
- supervised learning
- raw data
- data sources
- learning process
- learning algorithm
- learning tasks
- data distribution
- learned models
- original data
- sensor data
- attribute values
- training examples
- knowledge acquisition
- data processing
- small number
- probability distribution
- prior knowledge
- data structure