Results 11 to 20 of about 8,740,437 (317)
Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, 2015 Since the emergence of learning analytics in North America, researchers and practitioners have worked to develop an international community. The organization of events such as SoLAR Flares and LASI Locals, as well as the move of LAK in 2013 from North America to Europe, has supported this aim.
Ferguson, Rebecca +6 more
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Multimodal Technologies and Interaction, 2022 Achieving fluency in arithmetic operations is vital if students are to develop mathematical creativity and critical thinking abilities. Nevertheless, a substantial body of literature has demonstrated that students are struggling to develop such skills ...
Umar Bin Qushem +2 more
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The role of learning theory in multimodal learning analytics
British Journal of Educational Technology, 2023 This study presents the outcomes of a semi-systematic literature review on the role of learning theory in multi-modal learning analytics (MMLA) research.
M. Giannakos, M. Cukurova
semanticscholar +1 more source
Sustainability, 2023 The study of learning analytics provides statistical analysis and extract insights from data, particularly in education. Various studies regarding student engagement in online learning have been conducted at tertiary institutions to verify its effects on
Nurul Atiqah Johar +3 more
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Learning analytics for online game-Based learning: a systematic literature review
Behavior and Information Technology, 2023 Game-based learning researchers have been investigating various means to maximise learning in educational games. One promising venue in recent years has been the use of learning analytics in online game-based learning environments.
S. K. Banihashem +4 more
semanticscholar +1 more source
An artificial intelligence-driven learning analytics method to examine the collaborative problem-solving process from the complex adaptive systems perspective [PDF]
International Journal of Computer-Supported Collaborative Learning, 2022 Collaborative problem solving (CPS) enables student groups to complete learning tasks, construct knowledge, and solve problems. Previous research has argued the importance of examining the complexity of CPS, including its multimodality, dynamics, and ...
Ouyang Fan, Weiqi Xu, M. Cukurova
semanticscholar +1 more source
BMC Medical Informatics and Decision Making, 2022 Providing electronic health data to medical practitioners to reflect on their performance can lead to improved clinical performance and quality of care. Understanding the sensemaking process that is enacted when practitioners are presented with such data
Emma Whitelock-Wainwright +5 more
doaj +1 more source
Education Sciences, 2023 Teachers are urged to provide differentiated instruction (DI), that is, deliberately adapting instruction to the learning needs of all students. DI can positively affect students’ academic achievement and their social and emotional development, as well ...
Kyra Meutstege +2 more
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Research trends in multimodal learning analytics: A systematic mapping study
Computers and Education: Artificial Intelligence, 2023 Understanding and improving education are critical goals of learning analytics. However, learning is not always mediated or aided by a digital system that can capture digital traces.
Hamza Ouhaichi +2 more
semanticscholar +1 more source
Beyond Predictive Learning Analytics Modelling and onto Explainable Artificial Intelligence with Prescriptive Analytics and ChatGPT [PDF]
International Journal of Artificial Intelligence in Education, 2022 A significant body of recent research in the field of Learning Analytics has focused on leveraging machine learning approaches for predicting at-risk students in order to initiate timely interventions and thereby elevate retention and completion rates ...
Teo Sušnjak
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