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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
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Lee, Gyeong-Geon; Hong, Hun-Gi – History of Education, 2021
Comenius (1592-1670) has been widely studied in educational research, although limited work has addressed his thinking about science education comprehensively. His Pansophist philosophy led him to believe that science was a necessary subject for all ("Omnes"). Comenius emphasised useful scientific knowledge and core principles…
Descriptors: Science Education, Educational History, Philosophy, Science Curriculum