AIMC Topic: Students

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Enhancing student success prediction in higher education with swarm optimized enhanced efficientNet attention mechanism.

PloS one Jun 30, 2025
Predicting student performance is crucial for providing personalized support and enhancing academic performance. Advanced machine-learning approaches are being used to understand student performance variables as educational data grows. A big dataset ...
Academic Performance Academic Success Students Convolutional Neural Networks China Humans Machine Learning Algorithms
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TGEL-transformer: Fusing educational theories with deep learning for interpretable student performance prediction.

PloS one Jun 30, 2025
With the integration of educational technology and artificial intelligence, personalized learning has become increasingly important. However, traditional educational data mining methods struggle to effectively integrate heterogeneous feature data and...
Students Deep Learning Data Mining Humans Female Male Artificial Intelligence Learning
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Harnessing generative neural networks to fuse traditional Tujia Baishou dance with contemporary choreography: Enhancing creativity and aesthetic experience in dance students.

Acta psychologica Jun 27, 2025
The objective of this study was to explore the potential of using the generative neural network Dance2Dance to integrate elements of the traditional Tujia Baishou dance with modern choreography, specifically examining the impact of such technologies ...
Humans Neural Networks, Computer Female Students Adolescent Esthetics Dancing Young Adult Adult Male Creativity
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Statistical and machine learning models for predicting university dropout and scholarship impact.

PloS one Jun 25, 2025
Although student dropout is an inevitable aspect of university enrollment, when analyzed, universities can gather information which enables them to take preventative actions that mitigate dropout risk. We study a data set consisting of 4,424 records ...
Male Students Universities Fellowships and Scholarships Female Humans Models, Statistical Student Dropouts Young Adult Machine Learning Portugal Adult
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Chinese EFL students' perceptions about the role of artificial intelligence (AI) technologies in their second language (L2) self-concept.

Acta psychologica Jun 21, 2025
The applications of Artificial Intelligence (AI) technologies to second or foreign language (L2) education have recently been the focus of several studies in the literature. However, the impact of AI tools on students' psychological-affective states ...
Adult Male Students Self Concept Adolescent Multilingualism East Asian People China Qualitative Research Humans Artificial Intelligence Learning Female Young Adult
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Research on learning achievement classification based on machine learning.

PloS one Jun 18, 2025
Academic achievement is an important index to measure the quality of education and students' learning outcomes. Reasonable and accurate prediction of academic achievement can help improve teachers' educational methods. And it also provides correspond...
Machine Learning Learning Female Deep Learning Educational Measurement Male Students Humans Academic Success
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AI-empowered health coaching for university students: A mixed-method process evaluation.

Computers in biology and medicine Jun 11, 2025
BACKGROUND: Artificial Intelligence (AI)-empowered health coaching (HC) has the potential to enhance HC effectiveness by providing real-time, evidence-based support. However, integrating AI into live HC sessions presents challenges, particularly in r...
Artificial Intelligence Female Young Adult Adult Humans Randomized Controlled Trials as Topic Mentoring Process Assessment, Health Care Focus Groups Male Students Universities
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The effects of learning experience on college students' deep english learning: a study of the chain mediation effect of motivation and strategy.

PloS one Jun 4, 2025
This study focuses on the impact of learning experience on college students' deep learning of English and the chain-mediated effects of motivation and strategy. In the context of globalization, English is crucial for university students, but traditio...
Female Humans Male Adolescent Language Students Motivation Young Adult Learning Universities Adult Deep Learning
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Investigating the effect of transformer encoder architecture to improve the reliability of classroom observation ratings on high-inference discourse.

Behavior research methods Jun 3, 2025
This study investigates the effect of transformer encoder architecture on the classification accuracy of high-inference discourse elements in classroom settings. Recognizing the importance of capturing nuanced interactions between students and teache...
Schools Interpersonal Relations Reproducibility of Results Students Deep Learning Humans
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Detection of Depressive Symptoms in College Students Using Multimodal Passive Sensing Data and Light Gradient Boosting Machine: Longitudinal Pilot Study.

JMIR formative research Jun 3, 2025
BACKGROUND: Depression is the top contributor to global disability. Early detection of depression and depressive symptoms enables timely intervention and reduces their physical and social consequences. Prevalence estimates of depression approach 30% ...
Longitudinal Studies Humans Boosting Machine Learning Algorithms Pilot Projects Adult Machine Learning Students Adolescent Depression Female Male Universities Young Adult
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