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Khalil, Mohammad; Prinsloo, Paul; Slade, Sharon – Journal of Computing in Higher Education, 2023
Since its inception in 2011, Learning Analytics has matured and expanded in terms of reach (e.g., primary and K-12 education) and in having access to a greater variety, volume and velocity of data (e.g. collecting and analyzing multimodal data). Its roots in multiple disciplines yield a range and richness of theoretical influences resulting in an…
Descriptors: Learning Theories, Learning Analytics, Literature Reviews, Interdisciplinary Approach
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Prinsloo, Paul; Slade, Sharon; Khalil, Mohammad – British Journal of Educational Technology, 2023
Since the emergence of learning analytics (LA) in 2011 as a distinct field of research and practice, multimodal learning analytics (MMLA), shares an interdisciplinary approach to research and practice with LA in its use of technology (eg, low cost sensors, wearable technologies), the use of artificial intelligence (AI) and machine learning (ML),…
Descriptors: Multimedia Instruction, Learning Analytics, Privacy, Student Rights