Using Prior Data to Inform Initial Performance Predictions of Individual Students.
Michael G. CollinsKevin A. GluckMatthew M. WalshMichael KrusmarkPublished in: CogSci (2017)
Keyphrases
- data sets
- data collection
- high quality
- prior knowledge
- training data
- data structure
- prior information
- data analysis
- data sources
- synthetic data
- data quality
- database
- raw data
- learning experience
- high dimensional data
- probability distribution
- statistical analysis
- data mining techniques
- data points
- higher education
- learning environment
- social networks