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The Guts of Assessment: A Digital Architecture for Machine Learning and Analogue Judgement
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Mark Johnson; Rafiq Saleh – Interactive Learning Environments, 2024
Educational assessment is inherently uncertain, where physiological, psychological and social factors play an important role in establishing judgements which are assumed to be "absolute". AI and other algorithmic approaches to grading of student work strip-out uncertainty, leading to a lack of inspectability in machine judgement and…
Descriptors: Artificial Intelligence, Evaluation Methods, Technology Uses in Education, Man Machine Systems
Analyzing Collaborative Note-Taking Behaviors and Their Relationship with Student Learning through the Collaborative Encoding-Storage Paradigm
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Mik Fanguy; Jamie Costley; Matthew Courtney; Kyungmee Lee – Interactive Learning Environments, 2024
The present study (n = 357) investigates the effects of collaborative note-taking behaviors on learning performance and note quality. To conceptualize collaborative note-taking, the present study introduces the collaborative encoding-storage paradigm, where collaborative writing behaviors are viewed as types of collaborative encoding and the…
Descriptors: Foreign Countries, Graduate Students, Graduate Study, Writing Skills