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Saleem Malik; K. Jothimani – Education and Information Technologies, 2024
Monitoring students' academic progress is vital for ensuring timely completion of their studies and supporting at-risk students. Educational Data Mining (EDM) utilizes machine learning and feature selection to gain insights into student performance. However, many feature selection algorithms lack performance forecasting systems, limiting their…
Descriptors: Algorithms, Decision Making, At Risk Students, Learning Management Systems
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Xia, Xiaona – Interactive Learning Environments, 2023
The interactive learning is a continuous process, which is full of a large number of learning interaction activities. The data generated between learners and learning interaction activities can reflect the online learning behaviors. Through the correlation analysis among learning interaction activities, this paper discusses the potential…
Descriptors: Behavior Patterns, Learning Analytics, Decision Making, Correlation
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Salama, Rania; Hinton, Tina – Journal of Further and Higher Education, 2023
This critical review and perspective of the literature features the current landscape of online learning in higher education institutions (HEIs). The review starts by exploring the changing nature of student needs and staff and institutional roles in the face of online learning, and how digital transformation is shaping the culture and ways of…
Descriptors: Online Courses, Futures (of Society), Educational Trends, Higher Education
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John W. Smoot; Abbie H. Brown – Online Journal of Distance Learning Administration, 2024
This is a design case of the development, implementation, and evaluation of an online course for nursing educators at a large southeastern college. The course teaches best practices for organizing online instruction with a focus on the Quality Matters standards. Implementation with a small group of instructors resulted in positive responses that…
Descriptors: Online Courses, Program Improvement, Nursing Education, Educational Quality
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Khan, Md Akib Zabed; Polyzou, Agoritsa – International Educational Data Mining Society, 2023
Academic advising plays an important role in students' decision-making in higher education. Data-driven methods provide useful recommendations to students to help them with degree completion. Several course recommendation models have been proposed in the literature to recommend courses for the next semester. One aspect of the data that has yet to…
Descriptors: Course Selection (Students), Learning Analytics, Academic Advising, Decision Making
Elizabeth Losh – MIT Press, 2014
Behind the lectern stands the professor, deploying course management systems, online quizzes, wireless clickers, PowerPoint slides, podcasts, and plagiarism-detection software. In the seats are the students, armed with smartphones, laptops, tablets, music players, and social networking. Although these two forces seem poised to do battle with each…
Descriptors: MOOCs, College Faculty, Learning Management Systems, Educational Technology