Visualizing for the non‐visual: Enabling the visually impaired to use visualization
The majority of visualizations on the web are still stored as raster images, making them
inaccessible to visually impaired users. We propose a deep‐neural‐network‐based …
inaccessible to visually impaired users. We propose a deep‐neural‐network‐based …
Beyond Vision Impairments: Redefining the Scope of Accessible Data Representations
The increasing ubiquity of data in everyday life has elevated the importance of data literacy
and accessible data representations, particularly for individuals with disabilities. While prior …
and accessible data representations, particularly for individuals with disabilities. While prior …
SeeChart: enabling accessible visualizations through interactive natural language interface for people with visual impairments
Web-based data visualizations have become very popular for exploring data and
communicating insights. Newspapers, journals, and reports regularly publish visualizations …
communicating insights. Newspapers, journals, and reports regularly publish visualizations …
Guiding novice web workers in making image descriptions using templates
This article compares two methods of employing novice Web workers to author descriptions
of science, technology, engineering, and mathematics images to make them accessible to …
of science, technology, engineering, and mathematics images to make them accessible to …
Making data-driven articles more accessible: An active preference learning approach to data fact personalization
Y Wang, YS Kim - Proceedings of the 2023 ACM Designing Interactive …, 2023 - dl.acm.org
Data-driven news articles are widely used to communicate societal phenomena with
concrete evidence. These articles are often accompanied by a visualization, helping readers …
concrete evidence. These articles are often accompanied by a visualization, helping readers …
Multimodal deep learning using images and text for information graphic classification
Information graphics, eg line or bar graphs, are often displayed in documents and popular
media to support an intended message, but for a growing number of people, they are …
media to support an intended message, but for a growing number of people, they are …
Comparing Natural Language and Vibro-Audio Modalities for Inclusive STEM learning with blind and low vision users
Data representations continue to be produced in predominantly visual forms within STEM
disciplines. The disparity in access to these graphical representations between students …
disciplines. The disparity in access to these graphical representations between students …
How Do Low-Vision Individuals Experience Information Visualization?
In recent years, there has been a growing interest in enhancing the accessibility of
visualizations for people with visual impairments. While much of the research has focused …
visualizations for people with visual impairments. While much of the research has focused …
An automated approach for the recognition of intended messages in grouped bar charts
R Burns, S Carberry… - Computational …, 2019 - Wiley Online Library
Abstract Information graphics (bar charts, line graphs, grouped bar charts, etc) often appear
in popular media such as newspapers and magazines. In most cases, the information …
in popular media such as newspapers and magazines. In most cases, the information …
Survey and empirical comparison of different approaches for text extraction from scholarly figures
Different approaches have been proposed in the past to address the challenge of extracting
text from scholarly figures. However, until recently, no comparative evaluation of the different …
text from scholarly figures. However, until recently, no comparative evaluation of the different …