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1

Developing digital competence through project-based learning in high school Informatics education

In the context of digital transformation in education, developing students’ digital competence through Informatics education has become increasingly important. However, classroom practice shows that...

Author: Tran Thi Kim Oanh, Huyen Nguyen Thi Thu, Ha Tran Thi, Thi Le Thi Minh, Chi Nguyen Thi Quynh, Thu Nguyen Thi Phuong

Keyword: Digital competence project-based learning informatics education 2018 General Education Curriculum rubric Circular No. 02/2025/TT-BGDĐT

2

Reflection in service-learning: constructing theoretical knowledge in teaching Scientific socialism

Service-learning has gained increasing attention in higher education for its potential to connect academic knowledge with students’ social experiences. In existing studies, reflection is widely...

Author: An Le Nguyen Van, Nguyen Phuong Ngoc

Keyword: service-learning reflection theoretical knowledge construction teaching Scientific Socialism higher education

3

Gradient descent method and parameter selection for image restoration problem

Image enhancement is a meaningful problem in many practical applications. It plays an important role in preprocessing steps for recognition and information extraction. Image restoration is often...

Author: Dũng Nguyễn Đình

Keyword: Image restoration Gradient Descent iterative method convex optimization optimal parameter

4

English - medium instruction at a university in Vietnam: lecturers’ readiness, challenges, and training needs

The use of English as a Medium of Instruction (EMI) in teaching disciplinary subjects has become an inevitable trend in the internationalization of higher education. This study investigates lecturers’...

Author: Tram Anh Pham Dang, Nguyen Le Thi, Ngo Linh Hong Thi

Keyword: EMI use readiness challenges training needs

5

Assessing the clinical reliability of deep learning models in breast thermography: an exploratory study using explainable AI

Infrared thermography is a promising non-invasive modality for breast cancer screening. However, ensuring the clinical reliability of deep learning models under small-data conditions remains...

Author: Dung Tran Ngoc, Son Pham Nam, Binh Do Khoa, Nam Le Hai, Hoang Nguyen Minh, Hoc Pham Xuan

Keyword: breast cancer diagnosis infrared thermography deep learning Explainable AI (XAI) Clinical reliability Model interpretability

6

A study on machine learning-based approaches for early detection of Parkinson’s disease

Parkinson’s disease (PD) is a progressive neurodegenerative disorder characterized by the gradual loss of dopaminergic neurons in the brain, leading to both motor and non-motor symptoms. This study...

Author: Huong Tran Thi

Keyword: Parkinson’s Disease Early Diagnosis Machine Learning XGBoost Random Forest Clinical Data Analysis

7

Exploiting football free-kick situations in physics teaching

This paper presents a study on exploiting free-kick situations in football to support physics teaching through the use of video analysis software. Based on theoretical foundations of context-based...

Author: HAI TUONG DUY, Phong Nguyen Khac, Diem Quynh Tran Thi, Trang Dang Ngoc

Keyword: Free kick in football video analysis physics education kinematics competency-based learning.

8

Machine learning-based methods for supporting fake news detection

In the context of rapidly disseminating online information, fake news has emerged as a serious threat to information security and public trust. Traditional detection methods based on content analysis...

Author: Anh Tran Thi Lan

Keyword: Fake news detection hypergraph neural networks machine learning graph-based models HGFND

9

Organize teaching of probability situations to develop collaborative problem-solving skills for 7th grade students

In the current innovation in teaching mathematics, fostering students' collaborative problem-solving skills is one of the key objectives for improving learning quality. In teaching probability,...

Author: Chung Do Van, Thang Nguyen Chien, Ha Nguyen Thanh, Phuong Phung Lan, Thuy Chu Minh

Keyword: Critical thinking collaborative problem-solving probability teaching situations seventh-grade students

10

Factors affecting the effectiveness of students’ competence in using tools and instruments for learning mathematics in general education: an exploratory factor analysis (EFA)

This study aims to identify the factors that influence students’ competence in using tools and means for learning mathematics in secondary schools. Survey data were collected from 252 mathematics...

Author: Hang Nguyen My, Mai Trần Thị Tuyết

Keyword: Tool usage skills exploratory factor analysis mathematics teachers

Vinh University journal of science

Tạp chí khoa học Trường Đại học Vinh

ISSN: 1859 - 2228

Governing body: Vinh University

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License: 163/GP-BTTTT issued by the Minister of Information and Communications on May 10, 2023

Open Access License: Creative Commons CC BY NC 4.0

 

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