Machine Learning-based Predictive Analytics of Student Academic Performance in STEM Education.
Vladimir L. UskovJeffrey P. BakkenAdam ByerlyAshok ShahPublished in: EDUCON (2019)
Keyphrases
- machine learning
- predictive analytics
- faculty members
- education programs
- higher education
- business intelligence
- similar problems
- data mining
- data mining applications
- exploratory data analysis
- data analysis
- intelligent tutoring systems
- student learning
- intelligence analysis
- decision trees
- e learning
- information and communication technologies
- information extraction
- science education
- text mining
- data warehousing
- computer science
- data visualization
- predictive model
- high school students
- unstructured data
- learning styles
- support vector machine
- decision making
- databases
- structured data
- educational technology
- knowledge discovery
- decision makers