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Tsutsumi, Emiko; Kinoshita, Ryo; Ueno, Maomi – International Educational Data Mining Society, 2021
Knowledge tracing (KT), the task of tracking the knowledge state of each student over time, has been assessed actively by artificial intelligence researchers. Recent reports have described that Deep-IRT, which combines Item Response Theory (IRT) with a deep learning model, provides superior performance. It can express the abilities of each student…
Descriptors: Item Response Theory, Prediction, Accuracy, Artificial Intelligence
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Gio Jay B. Aligway; Jo C. Delos Angeles; Angeli V. Collano; Eljoy P. Barroca; Anna Clarissa D. Aves; Juneflor F. Catubay; Jennifer T. Edjec; Ma. Diana A. Butaya; Sylvester T. Cortes – Journal of Biological Education Indonesia (Jurnal Pendidikan Biologi Indonesia), 2024
Biology education plays a vital role in nurturing the understanding of learners about the intricacy of life. Various efforts have emerged to strengthen learning biological concepts but there were still studies that showed that learners have low mastery in some aspects. To determine how well students understood various biological topics, including…
Descriptors: Validity, Reliability, Taxonomy, Concept Formation
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Toppino, Thomas C.; Cohen, Michael S. – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2010
What do learners do when they control whether to engage in massed or spaced practice? According to theories by Son (2004) and by Metcalfe and Kornell (2005), the tendency for learners to choose spaced practice over massed practice should decline as item difficulty becomes greater. Support originally was obtained when pairs containing unfamiliar…
Descriptors: Metacognition, Difficulty Level, Learning Processes, Prediction
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Krebs, Saskia S.; Roebers, Claudia M. – British Journal of Educational Psychology, 2010
Background: From the perspective of self-regulated learning, the interplay between learners' individual characteristics and the context of testing have been emphasized for assessing learning outcomes. Aims: The present study examined metacognitive processes in children's test-taking behaviour and explored their impacts on performance. Further, it…
Descriptors: Control Groups, Cloze Procedure, Individual Characteristics, Metacognition
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Duell, Orpha K. – Contemporary Educational Psychology, 1978
High-level behavioral objectives did not produce greater learning than low-level, contrary to previous findings using study questions interspersed through written prose. Overt use of objectives at both levels produced greater learning, supporting the idea that procedures requiring semantic encoding are instructionally superior to those requiring…
Descriptors: Advance Organizers, Behavioral Objectives, Cognitive Objectives, Cognitive Processes
Karchmer, Michael A.; And Others – 1981
The final report consists of three studies on aspects of a common theme, that a hearing impaired (HI) person's performance on information processing tasks depends on interactions of that person's cognitive structure and strategies with properties of materials to be processed and task demands. The first study, "Recall of Temporal/Spatial…
Descriptors: American Sign Language, Cognitive Processes, Deafness, Difficulty Level