Y Ye, R Huang, W Zeng - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
High-quality visualization collections are beneficial for a variety of applications including visualization reference and data-driven visualization design. The visualization community …
C Chen, Z Liu - Computer Graphics Forum, 2023 - Wiley Online Library
We present a state‐of‐the‐art report on visualization corpora in automated chart analysis research. We survey 56 papers that created or used a visualization corpus as the input of …
We introduce VL2NL, a Large Language Model (LLM) framework that generates rich and diverse NL datasets using Vega-Lite specifications as input, thereby streamlining the …
Visual data storytelling is gaining importance as a means of presenting data-driven information or analysis results, especially to the general public. This has resulted in design …
H Li, Y Wang, A Wu, H Wei, H Qu - … of the 2022 CHI Conference on …, 2022 - dl.acm.org
With the wide usage of data visualizations, a huge number of Scalable Vector Graphic (SVG)- based visualizations have been created and shared online. Accordingly, there has been an …
Y Shi, B Chen, Y Chen, Z Jin, K Xu… - … on Visualization and …, 2023 - ieeexplore.ieee.org
The exploratory visual analysis (EVA) of time series data uses visualization as the main output medium and input interface for exploring new data. However, for users who lack …
X Li, Y Zhang, J Leung, C Sun, J Zhao - ACM Transactions on Interactive …, 2023 - dl.acm.org
Using computational notebooks (eg, Jupyter Notebook), data scientists rationalize their exploratory data analysis (EDA) based on their prior experience and external knowledge …
S Xiao, Y Hou, C Jin, W Zeng - Computer Graphics Forum, 2023 - Wiley Online Library
Retrieving charts from a large corpus is a fundamental task that can benefit numerous applications such as visualization recommendations. The retrieved results are expected to …
G Li, X Yuan - IEEE Transactions on Visualization and …, 2022 - ieeexplore.ieee.org
Declarative grammar is becoming an increasingly important technique for understanding visualization design spaces. The GoTreeScape system presented in the paper allows users …