Towards Accurate and Fair Prediction of College Success: Evaluating Different Sources of Student Data.
Renzhe YuQiujie LiChristian FischerShayan DoroudiDi XuPublished in: EDM (2020)
Keyphrases
- data sets
- data processing
- data analysis
- data quality
- high quality
- data sources
- synthetic data
- data collection
- data structure
- original data
- data points
- prediction accuracy
- data from multiple sources
- database
- raw data
- spatial data
- statistical analysis
- probability distribution
- databases
- data mining techniques
- end users
- data distribution
- prior knowledge
- artificial neural networks
- data mining
- multiple sources