Knowledge Discovery for Higher Education Student Retention Based on Data Mining: Machine Learning Algorithms and Case Study in Chile.
Carlos A. PalaciosJosé A. Reyes-SuárezLorena A. BearzottiVíctor LeivaCarolina MarchantPublished in: Entropy (2021)
Keyphrases
- machine learning algorithms
- higher education
- knowledge discovery
- data mining
- case study
- machine learning
- higher education institutions
- benchmark data sets
- faculty members
- learning algorithm
- data mining techniques
- online teaching
- learning technologies
- web based teaching
- online learning
- machine learning methods
- student satisfaction
- problem based learning
- distance learning
- e learning
- decision trees
- blended learning
- learning management systems
- data analysis
- formative assessment
- learning in higher education
- educational process
- association rules
- learning environment
- text mining
- hong kong
- technology enhanced
- mobile learning
- real world
- literature review
- hybrid learning
- association rule mining
- learning styles
- online course
- corporate training
- student centered
- machine learning models
- data mining and knowledge discovery
- active learning
- educational contexts
- m learning
- learning process
- open university
- learning materials
- computer mediated
- distance education