InsigHTable: Insight-driven Hierarchical Table Visualization with Reinforcement Learning

G Li, P He, X Wang, R Li, CH Liu, C Ou… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Embedding visual representations within original hierarchical tables can mitigate additional
cognitive load stemming from the division of users' attention. The created hierarchical table …

Ask Humans or AI? Exploring Their Roles in Visualization Troubleshooting

S Shen, S Lu, L Shen, Z Sheng, N Tang… - arXiv preprint arXiv …, 2024 - arxiv.org
Visualization authoring is an iterative process requiring users to modify parameters like color
schemes and data transformations to achieve desired aesthetics and effectively convey …

HiRegEx: Interactive Visual Query and Exploration of Multivariate Hierarchical Data

G Li, H Mi, CH Liu, T Itoh… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
When using exploratory visual analysis to examine multivariate hierarchical data, users
often need to query data to narrow down the scope of analysis. However, formulating …

HAIChart: Human and AI Paired Visualization System

Y Xie, Y Luo, G Li, N Tang - arXiv preprint arXiv:2406.11033, 2024 - arxiv.org
The growing importance of data visualization in business intelligence and data science
emphasizes the need for tools that can efficiently generate meaningful visualizations from …

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model

C Zhang, C Li, S Gao - arXiv preprint arXiv:2501.01014, 2025 - arxiv.org
The exponential growth of data and advancements in big data technologies have created a
demand for more efficient and automated approaches to data analysis and storytelling …

图表大数据解析方法综述

容姿, 丁一, 李依泽, 周志光 - 计算机辅助设计与图形学学报 - jcad.cn
图表以视觉逻辑的形式有效地传达信息, 为理解关系隐晦的复杂数据提供了直观的途径,
在科学文档中扮演着至关重要的角色. 然而, 图表本身的视觉结构丰富性和视觉语义复杂性为 …

Zoomable Level-of-Detail ChartTables for Interpreting Probabilistic Model Outputs for Reactionary Train Delays

A Slingsby, J Hyde - 2024 IEEE Visualization and Visual …, 2024 - ieeexplore.ieee.org
" Reactionary delay" is a result of the accumulated cascading effects of knock-on train delays
which is increasing on UK railways due to increasing utilisation of the railway infrastructure …

Review of Parsing Methods for Big Data in Chart

R Zi, D Yi, L Yize, Z Zhiguang - Journal of Computer-Aided Design & Computer … - jcad.cn
Charts effectively convey information through visual logic, providing an intuitive pathway for
understanding complex data with obscure relationships and playing a crucial role in …