helpResearch questionNatural Language-Driven Data Visualization
How can complex health data exploration be achieved on small-screen devices within limited space?Direction: Visualization, Analytics, and Data Understanding
Natural Language-Driven Data Visualization
Stats are based on currently indexed question data; missing sources remain visible.
56
items
14
sources
2025
latest
All questions
56 items
lightbulbPractical problemNatural Language-Driven Data Visualization
Health apps on smartphones poorly support data navigation and temporal exploration, making deep analysis difficult for users.helpResearch questionNatural Language-Driven Data Visualization
What natural language expression forms do users commonly use when describing data visualizations?helpResearch questionNatural Language-Driven Data Visualization
What information (e.g., chart type, data aggregation method) is typically included in these natural language inputs?helpResearch questionNatural Language-Driven Data Visualization
What limitations do existing natural language interfaces (NLIs) have in supporting users' descriptions of data visualizations?lightbulbPractical problemNatural Language-Driven Data Visualization
Non-expert users lack technical terminology and struggle to describe data visualization needs in natural language.Related papers
IUI 2025
Pluto: Authoring Semantically Aligned Text and Charts for Data-Driven Communication
Arjun Srinivasan, Vidya Setlur, Arvind Satyanarayan
CHI 2025
PAIRcolator: Pair Collaboration for Sensemaking and Reflection on Personal Data
Di Yan, Jacky Bourgeois, Yen-Chia Hsu
CHI 2024
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models
Kwon Ko, Hyeon Jeon, Gwanmo Park
CHI 2024
DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing
Priyan Vaithilingam, Elena L. Glassman, Jeevana Priya Inala
CUI 2023
Chatting About Data - Interacting with Voice Interfaces to Engage with Election Panel Data
Bernhard Jordan, Laura Koesten, Torsten Möller
CHI 2023
Charagraph: Interactive Generation of Charts for Realtime Annotation of Data-Rich Paragraphs
Damien Masson, Sylvain Malacria, Géry Casiez
CHI 2023
DataParticles: Block-based and Language-oriented Authoring of Animated Unit Visualization
Yining Cao, Jane L. E, Zhutian Chen
CHI 2022
How do you Converse with an Analytical Chatbot? Revisiting Gricean Maxims for Designing Analytical Conversational Behavior
Vidya Setlur, Melanie Tory
CHI 2021
IGScript: An Interaction Grammar for Scientific Data Presentation
Richen Liu, Min Gao, Shunlong Ye
CHI 2021
Data@Hand: Fostering Visual Exploration of Personal Data on Smartphones Leveraging Speech and Touch Interaction
Young-Ho Kim, Bongshin Lee, Arjun Srinivasan
CHI 2021
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee
Adjacent categories
Visualization, Analytics, and Data Understanding
Visual Authoring, Dashboards, and Chart Comprehension
117 items
Visualization, Analytics, and Data Understanding
Machine Learning Model Visual Analytics
112 items
Visualization, Analytics, and Data Understanding
Time Series Semantic Retrieval and Trend Analysis
108 items
Visualization, Analytics, and Data Understanding
Scientific, Cultural, and Domain Data Analytics
107 items
Visualization, Analytics, and Data Understanding
Data Storytelling and Narrative Visualization Needs
105 items
Visualization, Analytics, and Data Understanding
Machine Learning Model Visualization, Debugging, and Explainability Support
64 items
Visualization, Analytics, and Data Understanding
Visual Analytics Explanation, Methods, and Workflows
56 items
Visualization, Analytics, and Data Understanding
ML/AI Model Visualization and Explainable Analysis
39 items