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    A COMPREHENSIVE REVIEW OF GENERATIVE ARTIFICIAL INTELLIGENCE APPLICATIONS IN DATA VISUALIZATION by Luong Thi Minh Hue*, Nguyen The Vinh, Nguyen Van Viet, Nguyen Huu Khanh, Nguyen Kim Son, Duong Thuy Huong

    Published 2025-06-01
    “…Based on the analysis of 46 papers published between 2018 and 2024, the findings indicate that: 1) The number of publications on this topic is increasing, with the IEEE Transactions on Visualization and Computer Graphics being the primary outlet; the Generative Adversarial Network (GAN) model serves as a foundational technology; 2) Research primarily focuses on integrating large language models (LLMs), such as ChatGPT, and enhancing the accuracy and interpretability of AI systems; 3) Current challenges include the lack of high-quality training data, limited transparency and interpretability, and ethical concerns related to the application of GenAI. …”
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