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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

A hybrid LightGBM-LSTM machine learning model for short-term water level forecasting in the Mekong River Basin

Accurate short-term forecasting of river water levels plays an important role in flood risk management and water resource planning. This study proposes a hybrid forecasting framework that integrates...

Author: Dũng Nguyễn Đình, Trinh Nguyen Hien

Keyword: Machine learning models Time series forecasting LightGBM LSTM Hybrid model Mekong river

3

Analyzing the impact of network failures on the routing performance of OSPF and EIGRP

Routing reliability is essential for maintaining service continuity in enterprise IP networks, particularly under failure conditions. Among interior gateway protocols, Open Shortest Path First (OSPF)...

Author: Hoan Tran Quoc

Keyword: OSPF EIGRP Network failures Convergence time Routing performance

4

Context representation for LLM based code generation in visual studio: a systematic review

The rapid proliferation of large language models (LLMs) is creating new opportunities for automated code generation in integrated development environments (IDEs). However, the effectiveness of these...

Author: Nguyen Dung Thi, Doan Phuong Ngoc, Nguyen Phuong Thu, Nguyen Oanh Lan

Keyword: Context aware code generation Large Language Models Integrated Development Environments Systematic literature review PRISMA

5

Adaptive Reflection Control for Anti-Jamming Backscatter Communication under Dynamic Interference

Backscatter communication is a key enabling technology for ultra-low-power Internet of Things (IoT) systems; however, the inherently weak reflected signals make the communication links highly...

Author: Hiep Le Hoang, Tran Minh Duy

Keyword: Anti-jamming backscatter communication Adaptive reflection control Interference-resilient IoT networks Dynamic jamming mitigation Energy-efficient backscatter systems

6

Guidelines for pre-service Early Childhood Education students in assessing the physical development of five-year-old children in current training programs

Assessing children’s physical development is an essential professional competency that students majoring in Early Childhood Education need to acquire before entering educational practice. However,...

Author: Ngọc Nguyễn Thị Minh, Nguyễn Nhung Diễm

Keyword: Physical assessment child physical development five-year-old children Early Childhood Education students child development standards

7

Discourse markers in casual conversations: a conversation analysis approach

Discourse markers, such as well, you know, so, and right, are ubiquitous in everyday spoken English, yet they are often perceived as semantically empty elements. Adopting a Conversation Analysis (CA)...

Author: Pham Diem Ngoc

Keyword: Discourse markers Conversation Analysis (CA) spoken English pragmatics casual interaction pragmatic functions; language teaching

8

Investigating the impact of dictation technique on listening skills for first year English major students

Dictation techniques have been shown to be effective in addressing certain listening difficulties among language learners. This study aimed to identify the primary listening difficulties experienced...

Author: Tuấn Nguyễn Hoàng, Hằng Nguyễn Thị Việt, Huyền Nguyễn Thị Ngọc, Nga Phùng Nguyễn Quỳnh

Keyword: Dictation techniques listening difficulties listening skills student perceptions

9

TFC-MAL: application of Triplet Loss for malware detection based on image representation

Detecting polymorphic and zero-day malware remains a significant challenge due to the high similarity in characteristics between malicious variants and benign files, which reduces the effectiveness of...

Author: Mai Dang Thi, Hien Dinh Cong

Keyword: Malware detection Image-based malware analysis deep learning Triplet Loss zero-day malware

10

Phishing email detection using temporal behavioral modeling and transformer architectures

This study addresses the challenge of effectively detecting phishing email campaigns that exhibit increasingly sophisticated and sequential behaviors. The primary objective is to develop a detection...

Author: Hien Dang Thi, Duyen Tran Thi

Keyword: Phishing detection email security temporal analysis transformer models multi-email sequence analysis BiLSTM urgency score suspicious score

Vinh University journal of science

Tạp chí khoa học Trường Đại học Vinh

ISSN: 1859 - 2228

Governing body: Vinh University

  • Address: 182 Le Duan - Vinh City - Nghe An province
  • Phone: (+84) 238.3855.452 - Fax: (+84) 238.3855.269
  • Email: vinhuni@vinhuni.edu.vn
  • Website: https://vinhuni.edu.vn

 

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

 

CONTACT

Editor-in-Chief: Assoc. Prof., Dr. Tran Ba Tien
Email: tientb@vinhuni.edu.vn

Deputy editor-in-chief: Assoc. Prof., Dr. Phan Van Tien
Email: vantienkxd@vinhuni.edu.vn

Sub-Editor: Dr. Do Mai Trang
Email: domaitrang@vinhuni.edu.vn

Editorial assistant: Msc. Le Tuan Dung, Msc. Phan The Hoa, Msc. Pham Thi Quynh Nga, Msc. Tran Thi Thai

  • Address: 4th Floor, Executive Building, No. 182, Le Duan street, Vinh city, Nghe An province.
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