Grade prediction of weekly assignments in MOOCS: mining video-viewing behavior
Sign Up to like & getrecommendations! Published in 2019 at "Education and Information Technologies"
DOI: 10.1007/s10639-019-10022-4
Abstract: Massive open online courses (MOOCs) hold the promise of democratizing the learning process. However, providing effective feedback has proven hard to offer at scale since most methods require a teacher or tutor. Leveraging big data… read more here.
Keywords: video; grade prediction; video viewing; weekly assignments ... See more keywords
Imbalanced Classification Methods for Student Grade Prediction: A Systematic Literature Review
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DOI: 10.1109/access.2022.3225404
Abstract: Student success is essential for improving the higher education system student outcome. One way to measure student success is by predicting students’ performance based on their prior academic grades. Concerning the significance of this area,… read more here.
Keywords: grade prediction; student; student grade; imbalanced classification ... See more keywords
Performance comparison of 2D and 3D MRI radiomics features in meningioma grade prediction: A preliminary study
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DOI: 10.3389/fonc.2023.1157379
Abstract: Objectives The objective of this study was to compare the predictive performance of 2D and 3D radiomics features in meningioma grade based on enhanced T1 WI images. Methods There were 170 high grade meningioma and… read more here.
Keywords: grade; meningioma grade; radiomics features; grade prediction ... See more keywords
Graphs Regularized Robust Matrix Factorization and Its Application on Student Grade Prediction
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DOI: 10.3390/app10051755
Abstract: Student grade prediction (SGP) is an important educational problem for designing personalized strategies of teaching and learning. Many studies adopt the technique of matrix factorization (MF). However, their methods often focus on the grade records… read more here.
Keywords: grade prediction; matrix factorization; prediction;