Investigating Students' Pre-University Admission Requirements and Their Correlation with Academic Performance for Medical Students: An Educational Data Mining Approach. [PDF]
Brain Sci, 2023 Qahmash A, Ahmad N, Algarni A.
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Semi-Automatic Generation of Competency Maps Based on Educational Data Mining
International Journal of Computational Intelligence SystemsWe propose a semi-automatic method for the generation of educational-competency maps from repositories of multiple-choice question responses, using Bayesian structural learning and data-mining techniques.
David Alfonso +2 more
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The use of video clickstream data to predict university students' test performance: A comprehensive educational data mining approach. [PDF]
Educ Inf Technol (Dordr), 2023 Yürüm OR +2 more
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Corrigendum to ``Academic data derived from a university e-government analytic platform: An educational data mining approach'' [Data in Brief, Volume 49 (2023) /109357]. [PDF]
Data Brief, 2023 Chytas K +4 more
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Causal Inference in Educational Data Mining
The domain of causal inference, encompassing fields of statistics, philosophy, economics, and computer science, has seen rapid advancements. This emerging science addresses the challenges involved in estimating effects amidst complex situations in which confounding variables can obscure results.
Anthony F. Botelho +4 more
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Predicting student specializations: a Machine Learning Approach based on Academic Performance
Je-LKS: Journal of E-Learning and Knowledge SocietyEducation is a cornerstone of societal progress, equipping people with essential skills and knowledge. In today’s dynamic global society, personalized learning experiences are crucial. Data-driven methodologies, especially Educational Data Mining (EDM),
Athanasios Angeioplastis +4 more
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Corrigendum: Educational Data Mining Techniques for Student Performance Prediction: Method Review and Comparison Analysis. [PDF]
Front Psychol, 2021 Zhang Y +5 more
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Predicting learner's performance through video sequences viewing behavior analysis using educational data-mining. [PDF]
Educ Inf Technol (Dordr), 2021 El Aouifi H +3 more
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Applying Educational Data Mining to Explore Viewing Behaviors and Performance With Flipped Classrooms on the Social Media Platform Facebook. [PDF]
Front Psychol, 2021 Su YS, Lai CF.
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Educational Data Mining by Optimally Fusing Shallow and Deep Features.
Appl Bionics Biomech, 2022 Xiao BA.
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