23 citations · 46 across the 12 of their papers we have counts for
12 papers
Beyond Numbers: Creating Analogies to Enhance Data Comprehension and Communication with Generative AI
Qing Chen, Wei Shuai, Jiyao Zhang +2
Unfamiliar measurements usually hinder readers from grasping the scale of the numerical data, understanding the content, and feeling engaged with the context. To enhance data compr…
Leveraging Foundation Models for Crafting Narrative Visualization: A Survey
Yi He, Ke Xu, Shixiong Cao +3
Narrative visualization transforms data into engaging stories, making complex information accessible to a broad audience. Foundation models, with their advanced capabilities such a…
Calliope-Net: Automatic Generation of Graph Data Facts via Annotated Node-link Diagrams
Qing Chen, Nan Chen, Wei Shuai +4
Graph or network data are widely studied in both data mining and visualization communities to review the relationship among different entities and groups. The data facts derived fr…
Urania: Visualizing Data Analysis Pipelines for Natural Language-Based Data Exploration
Yi Guo, Nan Cao, Xiaoyu Qi +5
Exploratory Data Analysis (EDA) is an essential yet tedious process for examining a new dataset. To facilitate it, natural language interfaces (NLIs) can help people intuitively ex…
Chart2Vec: A Universal Embedding of Context-Aware Visualizations
Qing Chen, Ying Chen, Ruishi Zou +4
The advances in AI-enabled techniques have accelerated the creation and automation of visualizations in the past decade. However, presenting visualizations in a descriptive and gen…
Datamator: An Intelligent Authoring Tool for Creating Datamations via Data Query Decomposition
Yi Guo, Nan Cao, Ligan Cai +4
Datamation is designed to animate an analysis pipeline step by step, which is an intuitive and effective way to interpret the results from data analysis. However, creating a datama…
The Chart Excites Me! Exploring How Data Visualization Design Influences Affective Arousal
Xingyu Lan, Yanqiu Wu, Qing Chen +1
As data visualizations have been increasingly applied in mass communication, designers often seek to grasp viewers immediately and motivate them to read more. Such goals, as sugges…
VizBelle: A Design Space of Embellishments for Data Visualization
Qing Chen, Ziyan Liu, Chengwei Wang +4
Visual embellishments, as a form of non-linguistic rhetorical figures, are used to help convey abstract concepts or attract readers' attention. Creating data visualizations with ap…
How Does Automation Shape the Process of Narrative Visualization: A Survey of Tools
Qing Chen, Shixiong Cao, Jiazhe Wang +1
In recent years, narrative visualization has gained much attention. Researchers have proposed different design spaces for various narrative visualization genres and scenarios to fa…
VizLinter: A Linter and Fixer Framework for Data Visualization
Qing Chen, Fuling Sun, Xinyue Xu +3
Despite the rising popularity of automated visualization tools, existing systems tend to provide direct results which do not always fit the input data or meet visualization require…
Talk2Data: A Natural Language Interface for Exploratory Visual Analysis via Question Decomposition
Yi Guo, Danqing Shi, Mingjuan Guo +3
Through a natural language interface (NLI) for exploratory visual analysis, users can directly "ask" analytical questions about the given tabular data. This process greatly improve…
Visual Anomaly Detection in Event Sequence Data
Shunan Guo, Zhuochen Jin, Qing Chen +3
Anomaly detection is a common analytical task that aims to identify rare cases that differ from the typical cases that make up the majority of a dataset. When applied to the analys…