How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts

Large Language Models (LLMs) have been adopted for a variety of visualizations tasks, but how far are we from perceptually aware LLMs that can predict human takeaways? Graphical perception literature has shown that human chart takeaways are sensitive to visualization design choices, such as spatial...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 31(2025), 1 vom: 01. Jan., Seite 536-546
1. Verfasser: Wang, Huichen Will (VerfasserIn)
Weitere Verfasser: Hoffswell, Jane, Thazin Thane, Sao Myat, Bursztyn, Victor S, Bearfield, Cindy Xiong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article