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Download full textAndy Nguyen; Yeyu Wang; Ridwan Whitehead; Muhammad Ashiq; Sanna Järvelä; David Williamson Shaffer – Journal of Learning Analytics, 2025
This paper presents a transmodal analysis (TMA) study that investigates the interplay between gaze and verbal interactions through regulation-triggering events within the context of socially shared regulation of learning (SSRL) in face-to-face collaborative settings with shared computer-mediated materials. In face-to-face collaborative learning…
Descriptors: Attention, Eye Movements, Verbal Communication, Interaction
Xavier Ochoa; Xiaomeng Huang; Yuli Shao – Journal of Learning Analytics, 2025
Generative AI (GenAI) has the potential to revolutionize the analysis of educational data, significantly impacting learning analytics (LA). This study explores the capability of non-experts, including administrators, instructors, and students, to effectively use GenAI for descriptive LA tasks without requiring specialized knowledge in data…
Descriptors: Learning Analytics, Artificial Intelligence, Computer Software, Scores
Owen Henkel; Hannah Horne-Robinson; Maria Dyshel; Greg Thompson; Ralph Abboud; Nabil Al Nahin Ch; Baptiste Moreau-Pernet; Kirk Vanacore – Journal of Learning Analytics, 2025
This paper introduces AMMORE, a new dataset of 53,000 math open-response question-answer pairs from Rori, a mathematics learning platform used by middle and high school students in several African countries. Using this dataset, we conducted two experiments to evaluate the use of large language models (LLM) for grading particularly challenging…
Descriptors: Learning Analytics, Learning Management Systems, Mathematics Instruction, Middle School Students
