Investigating the reliability of aggregate measurements of learning process data: From theory to practice.
Yingbin ZhangYafei YeLuc PaquetteYibo WangXiaoyong HuPublished in: J. Comput. Assist. Learn. (2024)
Keyphrases
- data sets
- end users
- data quality
- data sources
- database
- synthetic data
- databases
- raw data
- data structure
- data analysis
- statistical analysis
- data collection
- probability distribution
- complex data
- data distribution
- theoretical framework
- training data
- small number
- data points
- domain knowledge
- high quality
- learning algorithm
- real world
- historical data
- aggregate data