Archive for the ‘Data Mining’ Category

Download Reports: Post-Pandemic Future: Implications for Privacy

Post-Pandemic Future: Implications for Privacy The time has come for privacy to expand beyond compliance to include determinations about what should be protected and consideration of ethical implications, balancing institutional priorities with the rights of individuals. The intersection of issues including COVID-19, student success, and the emergence of the chief privacy officer (CPO) role highlights […]

Download Report: Global development of AI-based education

Artificial intelligence (AI) is accelerating the integration of information technology into education, providing support or even alternative approaches for practioners in the industry. AI-based education in the future will be driven by the use of data, intensive technology application, integrated innovation, and service optimization. Deloitte

Early Detection of Students at Risk – Predicting Student Dropouts Using Administrative Student Data from German Universities and Machine Learning Methods

To successfully reduce student attrition, it is imperative to understand what the underlying determinants of attrition are and which students are at risk of dropping out. We develop an early detection system (EDS) using administrative student data from a state and private university to predict student dropout as a basis for a targeted intervention. To […]