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NewsVis: GenAI-Based Visual Storytelling for Corporate Financial News
IEEE Transactions on Visualization and Computer Graphics
|March 2, 2026
Summary
NewsVis, a Generative Artificial Intelligence (GenAI) tool, automates financial data video creation for journalists. This system enhances information accessibility for audiences by overcoming production bottlenecks.
Area of Science:
- Computer Science
- Data Visualization
- Financial Journalism
Background:
- Corporate financial news is crucial but often difficult for the public to understand.
- Creating data videos to explain financial news is time-consuming for journalists.
- Generative Artificial Intelligence (GenAI) offers potential solutions for automating content creation.
Purpose of the Study:
- To present NewsVis, an authoring tool that uses GenAI to automate the creation of data videos from financial news.
- To address the production bottleneck faced by journalists in creating data-driven financial content.
- To enhance the accessibility of complex financial information for general audiences.
Main Methods:
- Developed a GenAI-powered pipeline to transform unstructured financial narratives and datasets into data videos.
- Implemented a domain-specific taxonomy for financial attributes to ensure factual accuracy.
- Utilized a multimodal layout algorithm for optimized visual information presentation.
- Integrated a human-in-the-loop interface for journalist review and calibration.
Main Results:
- NewsVis significantly reduces the time and effort required for journalists to produce data videos.
- The system ensures factual accuracy in financial data representation.
- Visual presentation of financial information is optimized for viewer comprehension.
- Evaluations show enhanced accessibility of financial news for the general audience.
Conclusions:
- NewsVis effectively automates the creation of professional data videos from corporate financial news.
- The tool lowers production barriers for journalists, enabling wider dissemination of financial insights.
- GenAI-powered solutions can improve public understanding of complex financial information.
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