A Predictive Analytics Approach in Determining the Predictors of Student Attrition in the Higher Education Institutions in the Philippines.
Markdy Y. OrongRoseclaremath A. CaroroGeraldine D. DuriasJoey A. CabreraHerwina LonzonGretel T. RicaldePublished in: ICSIM (2020)
Keyphrases
- higher education institutions
- predictive analytics
- higher education
- distance learning
- literature review
- learning management systems
- similar problems
- business intelligence
- online education
- exploratory data analysis
- data mining applications
- predictive model
- intelligence analysis
- data mining
- instructional strategies
- data warehousing
- e learning
- cloud computing
- educational resources
- computer self efficacy
- real world
- learning process
- learning tools
- artificial neural networks
- online learning
- data analysis
- open standards
- case study
- software engineering
- learning environment
- decision support
- learning materials