Two-Stage Predictive Modeling for Identifying At-Risk Students.
Brett E. SheltonJuan YangJui-Long HungXu DuPublished in: ICITL (2018)
Keyphrases
- real world
- predictive modeling
- data mining
- statistical modeling
- data mining methods
- exploratory data analysis
- higher education
- learning process
- text mining
- student learning
- learning environment
- data analysis
- machine learning
- case study
- high school
- knowledge discovery
- sas enterprise miner
- learning activities
- statistical data mining
- learning experience
- business intelligence
- learning styles
- collaborative learning
- e learning
- risk management
- big data
- intelligent tutoring systems
- image segmentation
- decision making