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From Data to Insights: Using Gradient Boosting Classifier to Optimize Student Engagement in Online Classes with Explainable AI
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Muhammad Kamal Hossen; Mohammad Shorif Uddin – Education and Information Technologies, 2025
Online learning continues to expand due to globalization and the COVID-19 pandemic. However, maintaining student engagement in this new normal has become increasingly difficult. Conventional techniques, such as self-reports and manual observations, often fall short of capturing the subtle behaviors that indicate attentiveness. This emphasizes the…
Descriptors: Learner Engagement, Online Courses, Artificial Intelligence, Technology Uses in Education
Integrating Mobile Apps into Vocal Education: A Study on Accessibility and Efficiency in Learning
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Zhihan Wang – Education and Information Technologies, 2025
The integration of classical and modern teaching strategies enables the creation of an effective educational environment that meets the needs of various types of learners. The aim of this study is to explore the potential for integrating mobile applications into vocal education by analyzing their accessibility and effectiveness as learning tools,…
Descriptors: Educational Technology, Technology Uses in Education, Technology Integration, Computer Oriented Programs