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Jinnie Shin; Bowen Wang; Wallace N. Pinto Junior; Mark J. Gierl – Large-scale Assessments in Education, 2024
The benefits of incorporating process information in a large-scale assessment with the complex micro-level evidence from the examinees (i.e., process log data) are well documented in the research across large-scale assessments and learning analytics. This study introduces a deep-learning-based approach to predictive modeling of the examinee's…
Descriptors: Prediction, Models, Problem Solving, Performance
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Choi, Soonri; Song, Jihoon – International Journal of Educational Methodology, 2023
We propose a plan to facilitate the development of backward constituent skills within a complex learning process through the manipulation of emphasis sequencing. To achieve this, we utilized perceptual offloading cues as supportive information in emphasis sequencing, taking into consideration principles of information processing and cognitive…
Descriptors: Transfer of Training, Learning Processes, Cognitive Processes, Stimuli
Julia A. Simms – Solution Tree, 2025
Through research-backed strategies and practical applications, author Julia A. Simms explores self-regulated learning, instructional sequences, and brain-based learning. She examines the development of cognitive and metacognitive skills, working memory, and effective explicit instruction, offering step-by-step guidance for teachers to facilitate…
Descriptors: Sequential Approach, Sequential Learning, Teaching Methods, Independent Study