Predicting students' academic performance by using educational big data and learning analytics: evaluation of classification methods and learning logs.
Anna Y. Q. HuangOwen H. T. LuJeff C. H. HuangChengjiu YinStephen J. H. YangPublished in: Interact. Learn. Environ. (2020)
Keyphrases
- learning analytics
- educational data mining
- big data
- quantitative methods
- learning sciences
- networked learning
- learning design
- educational settings
- informal learning
- technology enhanced learning
- student success
- analytic tools
- learning analytics and knowledge
- formative assessment
- e learning
- visual analytics
- learning scenarios
- personal learning environments
- data management
- business intelligence
- educational practices
- learning process
- learning community
- learning activities
- collaborative learning
- data processing
- object oriented
- decision support
- data analysis
- database systems
- mobile learning
- decision making
- machine learning
- cloud computing
- big data analytics
- databases