From the 1 of 18 linked papers with an AI index.
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Teaching Geometric Proof with Tech: Pitfalls and Possibilities
Hwei-Shin Harriman, Wode Ni, Yuchen Jin +2
Geometric proof is a foundational yet challenging topic in mathematics, requiring students to integrate visual, logical, and notational skills. While technology has enhanced learni…
Skeleton: Visual Authoring of Non-visual Data Experiences
Frank Elavsky, Chieri Nnadozie, Lucas Nadolskis +2
The paper presents Skeleton, a visual authoring environment that lets designers see and edit the navigation structures underlying accessible data visualizations, providing real-tim…
Structured Visualization Design Knowledge for Grounding Generative Reasoning and Situated Feedback
Péter Ferenc Gyarmati, Dominik Moritz, Torsten Möller +1
Automated visualization design navigates a tension between symbolic systems and generative models. Constraint solvers enforce structural and perceptual validity, but the rules they…
VACP: Visual Analytics Context Protocol
Tobias Stähle, Péter Ferenc Gyarmati, Thilo Spinner +3
The rise of AI agents introduces a fundamental shift in Visual Analytics (VA), in which agents act as a new user group. Current agentic approaches - based on computer vision and ra…
A Composable Agentic System for Automated Visual Data Reporting
Péter Ferenc Gyarmati, Dominik Moritz, Torsten Möller +1
To address the brittleness of monolithic AI agents, our prototype for automated visual data reporting explores a Human-AI Partnership model. Its hybrid, multi-agent architecture st…
Towards softerware: Enabling personalization of interactive data representations for users with disabilities
Frank Elavsky, Marita Vindedal, Ted Gies +3
Accessible design for some may still produce barriers for others. This tension, called access friction, creates challenges for both designers and end-users with disabilities. To ad…