Emerging materials intelligence ecosystems propelled by machine learning
The age of cognitive computing and artificial intelligence (AI) is just dawning. Inspired by its
successes and promises, several AI ecosystems are blossoming, many of them within the …
successes and promises, several AI ecosystems are blossoming, many of them within the …
Towards natural language interfaces for data visualization: A survey
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …
input modality to direct manipulation for visual analytics can provide an engaging user …
Chartqa: A benchmark for question answering about charts with visual and logical reasoning
Charts are very popular for analyzing data. When exploring charts, people often ask a
variety of complex reasoning questions that involve several logical and arithmetic …
variety of complex reasoning questions that involve several logical and arithmetic …
Viral visualizations: How coronavirus skeptics use orthodox data practices to promote unorthodox science online
Controversial understandings of the coronavirus pandemic have turned data visualizations
into a battleground. Defying public health officials, coronavirus skeptics on US social media …
into a battleground. Defying public health officials, coronavirus skeptics on US social media …
Ai4vis: Survey on artificial intelligence approaches for data visualization
Visualizations themselves have become a data format. Akin to other data formats such as
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
Dvqa: Understanding data visualizations via question answering
Bar charts are an effective way to convey numeric information, but today's algorithms cannot
parse them. Existing methods fail when faced with even minor variations in appearance …
parse them. Existing methods fail when faced with even minor variations in appearance …
VISAtlas: An image-based exploration and query system for large visualization collections via neural image embedding
High-quality visualization collections are beneficial for a variety of applications including
visualization reference and data-driven visualization design. The visualization community …
visualization reference and data-driven visualization design. The visualization community …
Communicating visualizations without visuals: Investigation of visualization alternative text for people with visual impairments
Alternative text is critical in communicating graphics to people who are blind or have low
vision. Especially for graphics that contain rich information, such as visualizations, poorly …
vision. Especially for graphics that contain rich information, such as visualizations, poorly …
Understanding design collaboration between designers and artificial intelligence: a systematic literature review
Recent interest in design through the artificial intelligence (AI) lens is rapidly increasing.
Designers, as a special user group interacting with AI, have received more attention in the …
Designers, as a special user group interacting with AI, have received more attention in the …
Chartocr: Data extraction from charts images via a deep hybrid framework
Chart images are commonly used for data visualization. Automatically reading the chart
values is a key step for chart content understanding. Charts have a lot of variations in style …
values is a key step for chart content understanding. Charts have a lot of variations in style …