Auditing Fairness and Imputation Impact in Predictive Analytics for Higher Education.
Hadis AnahidehNazanin NezamiDenisa GandaraPublished in: CoRR (2021)
Keyphrases
- higher education
- predictive analytics
- learning technologies
- e learning
- business intelligence
- distance learning
- blended learning
- online learning
- learning in higher education
- learning management systems
- similar problems
- data warehousing
- mobile learning
- data mining applications
- exploratory data analysis
- data mining
- data warehouse
- predictive model
- tertiary education
- case study
- decision making
- educational process
- open standards
- social network analysis
- data sets
- learning strategies
- decision support
- real world
- databases