An epidemiological model for predicting students’ mathematics anxiety
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Interdisciplinary Mathematics"
DOI: 10.1080/09720502.2020.1786938
Abstract: Abstract Mathematics anxiety is one of the influential factors on students’ mathematical performance as a negative relationship between students’ mathematics anxiety and mathematical performances has been frequently reported. Predicting students’ mathematics anxiety can help educators… read more here.
Keywords: mathematics; mathematics anxiety; epidemiological model; students mathematics ... See more keywords
Predicting students' engagement from hope and mindfulness
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Applied Research in Higher Education"
DOI: 10.1108/jarhe-02-2021-0068
Abstract: PurposeThe study examines a mediated mechanism for enhancing students' engagement i.e. peer, intellectual and academic engagement within a higher education setup via the interaction of hope and mindfulness.Design/methodology/approachData were conveniently collected using self-reported questionnaires from… read more here.
Keywords: hope mindfulness; students engagement; peer intellectual; hope ... See more keywords
Comparing Different Resampling Methods in Predicting Students’ Performance Using Machine Learning Techniques
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DOI: 10.1109/access.2020.2986809
Abstract: In today’s world, due to the advancement of technology, predicting the students’ performance is among the most beneficial and essential research topics. Data Mining is extremely helpful in the field of education, especially for analyzing… read more here.
Keywords: different resampling; performance; machine; students performance ... See more keywords
Early Predicting of Students Performance in Higher Education
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DOI: 10.1109/access.2023.3250702
Abstract: Students learning performance is one of the core components for assessing any educational systems. Students performance is very crucial in tackling issues of learning process and one of the important matters to measure learning outcomes.… read more here.
Keywords: performance; early predicting; education; students performance ... See more keywords
Predicting students’ attention in the classroom from Kinect facial and body features
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DOI: 10.1186/s13640-017-0228-8
Abstract: This paper proposes a novel approach to automatic estimation of attention of students during lectures in the classroom. The approach uses 2D and 3D data obtained by the Kinect One sensor to build a feature… read more here.
Keywords: classroom; students attention; attention; facial body ... See more keywords
Analyzing and Predicting Students’ Performance by Means of Machine Learning: A Review
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DOI: 10.3390/app10031042
Abstract: Predicting students’ performance is one of the most important topics for learning contexts such as schools and universities, since it helps to design effective mechanisms that improve academic results and avoid dropout, among other things.… read more here.
Keywords: machine learning; students performance; analyzing predicting; performance ... See more keywords