PREDICTIVE ANALYTICS AND PERSONALIZED LEARNING: Transforming Higher Education Through Data Intelligence - Softcover

Banchon, Leonidas

Softcover

ISBN 10: 6630405889 ISBN 13: 9786630405880

Verlag: Our Knowledge Publishing, 2026

Inhaltsangabe

What is the relationship between the data a university generates each day and the quality of learning its students receive? This book answers that question by combining rigorous evidence with real-world examples: how Georgia State University used an early-warning system to increase its graduation rate by more than twenty percentage points and close historic equity gaps; how Arizona State University redesigned entire courses using adaptive learning, raising the pass rate for an algebra course from 57% to 79%; and how the Open University in the United Kingdom built one of the most studied predictive analytics systems in academia to provide remote support to tens of thousands of students. Based on these case studies, the book identifies three pillars that determine whether predictive analytics truly improves learning personalization-the use of big data, satisfaction with digital tools, and the immediacy of feedback-and offers a practical framework, unprecedented in the literature on the subject, for implementing these strategies in combination with generative artificial intelligence.

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Über die Autorin bzw. den Autor

Ingenieur für Computersysteme, Absolvent derUniversität von Guayaquil (Ecuador), mit mehr als zehn Jahren Erfahrung im Bereich der Softwareentwicklung.Master in Pädagogik mit den Schwerpunkten Lehre und Forschung im Hochschulbereich, an der Staatlichen Universität von Milagro (Ecuador).

Details zur Ausgabe

• Verlag: Our Knowledge Publishing
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 10: 6630405889
• ISBN 13: 9786630405880
• Einband: Taschenbuch
• Anzahl der Seiten: 80
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar