Academic Performance Prediction

Die Interdependenz von Learning Analytics und Studierenden: Implikationen studentischer Wahrnehmungen für eine sozialverantwortliche KI-Implementierung

Ein sozialverantwortlicher Einsatz von auf Künstlicher Intelligenz (KI) basierender Learning Analytics an Hochschulen erfordert die Einbindung aller relevanten Stakeholder, insbesondere der Studierenden als direkt Betroffene des Systems. …

Diverging Perceptions of Artificial Intelligence in Higher Education: A Comparison of Student and Public Assessments on Risks and Damages of Academic Performance Prediction in Germany

The integration of Artificial Intelligence (AI) into higher education, particularly through Academic Performance Prediction (APP), promises enhanced educational outcomes. However, it simultaneously raises concerns regarding data privacy, potential …

Fairness of Academic Performance Prediction for the Distribution of Support Measures for Students: Differences in Perceived Fairness of Distributive Justice Norms

The availability of big data at universities enables the use of artificial intelligence (AI) systems in almost all areas of the higher education sector. This also applies to the prediction of academic performance of students: So-called Academic …

How Is Socially Responsible Academic Performance Prediction Possible?

The availability of big data at universities enables the use of artificial intelligence (AI) systems in almost all areas of the institution: from administration to research, to learning and teaching, the use of AI systems is seen as having great …