AIMC Topic: Students
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A personalized recommendation algorithm for English exercises incorporating fuzzy cognitive models and multiple attention mechanisms.
Scientific reports
Apr 4, 2025
In the era of digital education, the rapid growth and disordered distribution of learning resources present new challenges for online learning. However, most of the exercise recommendation systems lack targeted guidance and personalization. In respon...
Model interpretability on private-safe oriented student dropout prediction.
PloS one
Mar 31, 2025
Student dropout is a significant social issue with extensive implications for individuals and society, including reduced employability and economic downturns, which, in turn, drastically influence social sustainable development. Identifying students ...
Enhancing smart healthcare with female students' stress and anxiety detection using machine learning.
Psychology, health & medicine
Mar 30, 2025
Machine learning (ML) is widely used to predict and detect stress and anxiety. Early detection of stress or anxiety is crucial for clinical pathways to enhance the supportive environment in society, particularly among female students. This study aims...
Exploring the categories of students' interest and their relationships with deep learning in technology supported environments.
Scientific reports
Mar 26, 2025
Interest is not only the starting point to begin a wonderful learning journey for students, but also an important driver for deep learning and continuous progress. This study used latent profile analysis (LPA), multiple logistic regression analysis, ...
The use of AI large language models by university students for assignment preparation.
Advances in physiology education
Mar 25, 2025
Using an opportunity where students were explicitly permitted to use artificial intelligence (AI) applications to prepare an assignment, we compared the practices and beliefs of two distinct student cohorts: second-year science students at a large me...
AI optimization algorithms enhance higher education management and personalized teaching through empirical analysis.
Scientific reports
Mar 24, 2025
This research investigates the application of artificial intelligence (AI) optimization algorithms in higher education management and personalized teaching. Through a comprehensive literature review, theoretical analysis, and empirical study, the pot...
Employing artificial bee and ant colony optimization in machine learning techniques as a cognitive neuroscience tool.
Scientific reports
Mar 24, 2025
Higher education is essential because it exposes students to a variety of areas. The academic performance of IT students is crucial and might fail if it isn't documented to identify the features influencing them, as well as their strengths and shortc...
Leveraging artificial intelligence to assess the impact of COVID-19 on the teacher-student relationship in higher education.
PloS one
Mar 24, 2025
The teacher-student relationship has far-reaching implications for educational outcomes at the tertiary level. Teachers contribute to students' success in various ways, including academic support, career counseling, personal mentoring, etc., that hel...
Student dropout prediction through machine learning optimization: insights from moodle log data.
Scientific reports
Mar 21, 2025
Student attrition and academic failure remain pervasive challenges in education, often occurring at substantial rates and posing considerable difficulties for timely identification and intervention. Learning management systems such as Moodle generate...
A tutorial activity for students to experience generative artificial intelligence: students' perceptions and actions.
Advances in physiology education
Mar 19, 2025
Freely accessible generative artificial intelligence (GenAI) poses challenges to physiology education regarding learning and academic integrity. Although many studies have explored the capabilities of GenAI to complete assessments, few have implement...
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