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Research on the application of multimedia modules based on SDG13 in enhancing the quality of sustainable development educationThis study focuses on the development and application of a multimedia module based on Sustainable Development Goal 13 (SDG13) to enhance the quality of sustainable development (SD) education at the... Author: Tung Nguyen Xuan, Minh Ngo Van, Linh Ngo Thuy, Bùi Dũng Trung Keyword: Multimedia module sustainable development climate action higher education innovative learning.
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The impact of Moodle-based blended learning on English language acquisition in grade 10 studentsMoodle-based blended learning is increasingly recognized as an effective strategy to address challenges in traditional English instruction. This study investigates its impact on English proficiency... Author: Nam Tran Giang, Tuyet Nguyen Thi Keyword: E-learning LMS Moodle English Language Teaching
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Developing a product rating prediction model based on customer text feedback using machine learning algorithmsThis study focuses on predicting product rating scores from customer text feedback. This task combines the challenges of natural language processing (NLP) with the class imbalance phenomenon commonly... Author: Ha Dien Thi Hong Keyword: Product rating prediction customer text feedback natural language processing (NLP) machine learning models model performance evaluation
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Machine learning-based methods for supporting fake news detectionIn 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
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Intrusion detection in network systems using transformer based approachThe growing complexity of modern network infrastructures, driven by cloud computing, IoT, and 5G, poses significant challenges for traditional Intrusion Detection Systems (IDS), which often fail to... Author: Ngo Hoa Thi Keyword: Transformer Intrusion Detection Cybersecurity Network Traffic Deep Learning Anomaly Detection
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Using ChatGPT as a writing assistant: benefits and challenges for EFL students at Dong Nai Technology UniversityThis study explores the use of ChatGPT as a writing assistant among English as a Foreign Language (EFL) students at Dong Nai Technology University (DNTU). Focusing on the perspectives of 120... Author: Phan Lam Thi Keyword: ChatGPT Writing tasks AI in education
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An effective malware classification method based on byte-to-image transformation and integration of the vision transformer modelMalware classification is a critical problem in cybersecurity, characterized by numerous challenges due to the complexity and diversity of malware variants. In this study, we propose a novel approach... Author: Thuy Nguyen Thi Thu, Linh Do Thi Hong, Ha Hoang Thi Hong, Cuc Pham Thi, Binh Pham Anh Keyword: Malware Classification Vision Transformer (ViT) Bytecode Image Representation Deep Learning Self-Attention
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