ThS. Nguyễn Kim Sơn

ThS. Nguyễn Kim Sơn

ThS

Khoa học máy tính

22 Bài báo
11 Đồ án
0 Luận văn ThS
0 Luận án TS
0 Học liệu số

2026

  1. Multimodal Validation in UML Synthesis: A Dual-Case Study on Sequence and Class Diagram Generation Pipelines ↗
    Proceedings of the International Conference on Engineering Research and Applications Vol 2, 1804, 347–354 [Scopus]
  2. A Novel AI-Driven Approach to UML Dataset Generation and Multimodal Verification in the Design Phase ↗
    KSII Transactions on Internet and Information Systems Vol. 20, No. 4, April 30, 2026 [ISI/SCIE/SSCI]
  3. Generative Reasoning Meets Multimodal Evaluation: A Novel Approach to Activity and Package Diagram Comparison in UML Modeling ↗
    International Conference in Cybersecurity, IoT, Data Science, and Digital Forensics Vol 5, 114–127 [Scopus]
  4. IntelliChart: Advanced LangGraph Analytics Platform with AI Workflow Processing and Intelligent Data Insights ↗
    International Conference in Cybersecurity, IoT, Data Science, and Digital Forensics 2025 Volume 5, 138–148 [Scopus]
  5. Enhancing Autonomous GIS with DeepSeek-Coder: an open-source large language model approach ↗
    International Journal of Electrical and Computer Engineering Volume 16 (1) [Tạp chí quốc tế khác]
  6. Fine-Tuning and Evaluating Distilled DeepSeek Models for Code Reasoning ↗
    19th International Conference on Advanced Computing and Analytics (ACOMPA) [Scopus]
  7. Automated data exploration with mutual information in natural language to visualization ↗
    International Journal of Artificial Intelligence Vol 15, 1, 129-139 [Scopus]
  8. From Feature Description to UML Architecture: A Novel Framework for Automated Reasoning and Multimodal Evaluation of Component and Deployment Diagram ↗
    Journal of Information Systems Engineering and Business Intelligence Vol 1, 12, 138-153 [Scopus]
  9. Fine-Tuning Tiny Language Models for Legal Question Answering: A Comparative Study of Gemma 2, Qwen 2.5 and Llama 3.2 ↗
    International Conference on Advances in Information and Communication Technology (ICTA2025) Vol 2, 336–345 [Scopus]
  10. Beyond Monolithic LLMs: A Hybrid Framework for Robust Natural Language to Data Visualization Generation ↗
    International Conference on Advances in Information and Communication Technology (ICTA2025) Vol 2, 327–335 [Scopus]
  11. Fine-Tuning Generative LLMs for Geographic Analysis: Comparing GPT-4o, Gemma-2B, and DeepSeek-R1 ↗
    International Conference on Advances in Information and Communication Technology (ICTA2025) Vol 2, 308–316 [Scopus]
  12. Pioneering a DeepSeek R1-Generated UML Dataset and an Automated Multimodal Visual Validation Framework ↗
    International Conference on Advances in Information and Communication Technology (2025) Vol 1, 346-355 [Scopus]
  13. A Comparative Study of Object and Sequence Diagrams in Automated UML Understanding ↗
    Computational Intelligence in Engineering Science: Second International Conference, ICCIES 2026 Vol 3, 390 [Scopus]
  14. A Novel Unified Framework for Automated Generation and Multimodal Validation of UML Diagrams ↗
    Computer Modeling in Engineering & Sciences Vol 146, 1, 33 [ISI/SCIE/SSCI]

2025

  1. Decoding The Metrics: A 5–Year Retrospective on Evaluating AI - Generated Python Code ↗
    Proceedings of the 18thNational Conference on Fundamental and Applied IT Research (FAIR2025) [Hội thảo trong nước]
  2. Artificial Intelligence and Social Media Censorship: Opportunities and Challenges for Journalism and Communications
    Hội thảo quốc tế “Báo chí – truyền thông trong bối cảnh AI phát triển” 2 [Hội thảo trong nước]
  3. A COMPREHENSIVE REVIEW OF GENERATIVE ARTIFICIAL INTELLIGENCE APPLICATIONS IN DATA VISUALIZATION ↗
    Vinh University journal of science (VUJS) 54(2A/2025),70-81 [Tạp chí trong nước]
  4. A Novel Pipeline for Automatic UML Sequence Diagram Synthesis and Multimodal Scoring ↗
    International Conference on Intelligent Systems and Data Science (ISDS2025) 473-485 [Scopus]
  5. Automated UML Generation: A Framework for Class Diagram Synthesis and Multimodal Validation ↗
    International Conference on Future Data and Security Engineering (FDSE2025) 212-224 [Scopus]
  6. Tổng quan về ứng dụng trí tuệ nhân tạo tạo sinh trong quá trình phát sinh mã nguồn phần mềm ↗
    Tạp chí Khoa học và Công nghệ Đại học Thái Nguyên 230(07): 160 - 167 [Tạp chí trong nước]

2024

  1. OVERVIEW RESEARCH ON APPLICATION OF ARTIFICIAL INTELLIGENCE IN CREATING AND BUILDING DIGITAL LEARNING RESOURCES VIDEOS ↗
    Vinh University Journal of Science (VUJS) Vol. 53 [Tạp chí trong nước]

2023

  1. A systematic review of Artificial Intelligence in Geographic Information Systems ↗ ★
    The 2nd International Conference on Advances in Information and … Volume 847 LNNS [Scopus]