AIMC Topic: Learning
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Personalizing brain stimulation: continual learning for sleep spindle detection.
Journal of neural engineering
Jul 15, 2025
Personalized stimulation, in which algorithms used to detect neural events adapt to a user's unique neural characteristics, may be crucial to enable optimized and consistent stimulation quality for both fundamental research and clinical applications....
Deep knowledge tracing and cognitive load estimation for personalized learning path generation using neural network architecture.
Scientific reports
Jul 10, 2025
This paper presents a novel approach for personalized learning path generation by integrating deep knowledge tracing and cognitive load estimation within a unified framework. We propose a dual-stream neural network architecture that simultaneously mo...
Impact of generative AI interaction and output quality on university students' learning outcomes: a technology-mediated and motivation-driven approach.
Scientific reports
Jul 5, 2025
This study investigates the influence of generative artificial intelligence (GAI) on university students' learning outcomes, employing a technology-mediated learning perspective. We developed and empirically tested an integrated model, grounded in in...
Developing self-regulated artificial intelligence learning (SRAIL) Student Attitudes Scale.
Acta psychologica
Jul 3, 2025
This research aims to develop a valid and reliable scale for measuring students' attitudes towards integrating artificial intelligence (AI) in self-regulated learning (SRL). In this study, 250 children from the Ankara province in Turkey participated....
Modeling student satisfaction in online learning using random forest.
Scientific reports
Jul 2, 2025
The rapid expansion of online education has intensified the need to investigate the multifactorial determinants of university students' satisfaction with digital learning platforms. While prior studies have often examined technical or pedagogical com...
How does social support influence autonomous physical learning in adolescents? Evidence from a chain mediation and latent profile analysis.
PloS one
Jul 1, 2025
PURPOSE: This study examines how social support influences adolescents' autonomous physical learning behavior, exploring the mediating roles of self-efficacy and exercise motivation, and the moderating effects of gender and behavioral typologies. The...
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...
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 ...
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...
Exploring the potential of artificial intelligence in individualized cognitive training: A systematic review.
PloS one
Jun 17, 2025
To tackle the challenge of responders heterogeneity, Cognitive Training (CT) research currently leverages AI Techniques for providing individualized curriculum rather than one-size-fits-all designs of curriculum. Our systematic review explored these ...
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