Coupling Story to Visualization: Using Textual Analysis as a Bridge Between Data and Interpretation
Not on the map. Why?
Abstract (arXiv)
Online writers and journalism media are increasingly combining visualization (and other multimedia content) with narrative text to create narrative visualizations. Often, however, the two elements are presented independently of one another. We propose an approach to automatically integrate text and visualization elements. We begin with a writer's narrative that presumably can be supported with visual data evidence. We leverage natural language processing, quantitative narrative analysis, and information visualization to (1) automatically extract narrative components (who, what, when, where) from data-rich stories, and (2) integrate the supporting data evidence with the text to develop a narrative visualization. We also employ bidirectional interaction from text to visualization and visualization to text to support reader exploration in both directions. We demonstrate the approach with a case study in the data-rich field of sports journalism.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 6 Dec 2017.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2021: 2; 2022: 1; 2023: 2; 2024: 1.
6 papers.
- 2023Graphologue: Exploring Large Language Model Responses with Interactive Diagramscited by 65
- 2022Chart Question Answering: State of the Art and Future Directionscited by 26
- 2023Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaborationcited by 13
- 2021TCube: Domain-Agnostic Neural Time-series Narrationcited by 5
- 2024Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directionscited by 5
- 2021Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Seriescited by 0
- 2024Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions29 Sep 2024
- 2023Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration27 Sep 2023
- 2023Graphologue: Exploring Large Language Model Responses with Interactive Diagrams19 May 2023
- 2022Chart Question Answering: State of the Art and Future Directions8 May 2022
- 2021TCube: Domain-Agnostic Neural Time-series Narration11 Oct 2021
- 2021Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series19 Jan 2021