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American Behavioral Scientist, 2013 The field of learning analytics has the potential to enable higher education institutions to increase their understanding of their students’ learning needs and to use that understanding to positively influence student learning and progression. Analysis of data relating to students and their engagement with their learning is the foundation of this ...
Sharon Slade, Paul Prinsloo
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Broadening the Scope and Increasing the Usefulness of Learning Analytics: The Case for Assessment Analytics [PDF]
, 2013 This paper argues that the role that assessment could play within a learning analytics strategy is both significant and, as yet, underdeveloped and underexplored.
Bloxham +8 more
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Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis
Journal of NeuroEngineering and Rehabilitation, 2020 Background Multiple sclerosis (MS) is a disabling disease affecting the central nervous system and consequently the whole body’s functional systems resulting in different gait disorders.
Alzhraa A. Ibrahim +5 more
doaj +1 more source
Education and Information Technologies : Official Journal of the IFIP technical committee on Education, 2022 During the past years scholars have shown an increasing interest in supporting students' self-regulated learning (SRL). Learning analytics (LA) can be applied in various ways to identify a learner’s current state of self-regulation and support SRL ...
S. Heikkinen +3 more
semanticscholar +1 more source
, 2021 Historique et définiton du concept. État de l'art, projets et perspectives en Suisse romande et au Tessin.
Korhonen Ari, Multisilta Jari
+5 more sources
Stability and sensitivity of Learning Analytics based prediction models [PDF]
, 2015 Learning analytics seek to enhance the learning processes through systematic measurements of learning related data and to provide informative feedback to learners and educators.
Giesbers, B. +2 more
core +1 more source
PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears
Animals, 2023 Automated monitoring systems have become increasingly important for zoological institutions in the study of their animals’ behavior. One crucial processing step for such a system is the re-identification of individuals when using multiple cameras.
Matthias Zuerl +8 more
doaj +1 more source
Reinforcement learning for automatic detection of effective strategies for self-regulated learning
Computers and Education: Artificial Intelligence, 2023 Self-regulated learning (SRL) is an essential skill for achieving one's learning goals, particularly in Digital Learning Environments (DLEs) where system support is often limited compared to traditional classroom settings.
Ikenna Osakwe +8 more
doaj +1 more source
‘A double-edged sword. This is powerful but it could be used destructively’: Perspectives of early career education researchers on learning analytics [PDF]
, 2018 Learning analytics has been increasingly outlined as a powerful tool for measuring, analysing, and predicting learning experiences and behaviours. The rising use of learning analytics means that many educational researchers now require new ranges of ...
Brummer, Leonie +6 more
core +1 more source
npj Science of Learning, 2022 Longitudinal randomized controlled trials generally assign individuals randomly to interventions at baseline and then evaluate how differential average treatment effects evolve over time.
Ilja Cornelisz, Chris van Klaveren
doaj +1 more source