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BiDAF model in sentiment analysis taskSentiment analysis is a critical job in natural language processing. Controlling and evaluating customer feedback on their goods is a task that companies are especially interested in. For reading... Author: Huế Lương Thị Minh Keyword: Natural language processing; LSTM; deep learning; machine learning; BiDAF.
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Issues in developing digital competence among primary school teachers in Ho Chi Minh city in the context of digital transformationThis study analyzes the theoretical foundations, investigates the current situation, and proposes measures for developing digital competence among primary school teachers in Ho Chi Minh City in the... Author: Phan Hiệp Thái Keyword: digital competence digital competence development primary school teachers digital transformation
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Applying the flipped classroom model to enhance the effectiveness and quality of teaching the “Database fundamentals” course at the University of Information and Communication Technology, Thai Nguyen UniversityThe article presents the process of applying the Flipped classroom model alongside traditional teaching methods during the teaching of the Database fundamentals course at the Thai Nguyen University of... Author: Trang Le Thu Keyword: Flipped Classroom teaching Model database Thai Nguyen University of Information and Communication Technology
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The current situation of applying innovation management theory in the assessment of student learning outcomes in primary schools in Pho Yen city, Thai Nguyen provinceInnovation management theory has been successfully applied in the management and development of many economic and educational organizations. In Vietnam, researchers have been interested in leadership... Author: Tuấn Lê Anh Keyword: Change management assessment learning outcomes
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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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A hybrid LightGBM-LSTM machine learning model for short-term water level forecasting in the Mekong River BasinAccurate 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
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Analyzing the impact of network failures on the routing performance of OSPF and EIGRPRouting 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
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Context representation for LLM based code generation in visual studio: a systematic reviewThe 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
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An Empirical Analysis of Code Complexity and Its Impact on Software Defect DensityThis study investigates the relationship between software complexity metrics and defect density using five NASA-PROMISE datasets (JM1, CM1, KC1, KC2, and PC1). Five widely validated complexity... Author: Hien Doan Thi Thuy Keyword: Software defect prediction Software complexity metrics NASA-PROMISE Random Forest SMOTE Feature importance.
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Digital competencies of secondary school principals in the North Central region: current status and solutionsIn the context of digital transformation in education, the digital competencies of lower secondary school principals play a critical role in data-driven school governance and innovation leadership.... Author: Phong Luong Hong Keyword: Digital competency Digital transformation in Education Secondary school principals School management
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