"Intelligent Data Insight: Large Language Model Driven Data Visual Analytics with Human-in-the-Loop"Siming ChenVisualization technology transforms data into graphical representations, enabling people to intuitively perceive patterns and characteristics within big data. Traditional visualization techniques allow users to explore data from different perspectives through human-computer interaction. However, this process often requires significant human effort and lacks clear exploration direction. Large model-driven visual analysis offers a new paradigm for human-AI collaboration, exploring methods for intelligent data analysis. In this process, we position visualization as the bridge for human-AI collaboration, allowing humans to perceive data and convey ideas to the model through interaction. We will present methods for large model-driven visual storytelling and data analysis, exploring the mining and transmission of intelligent data insights. |
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