5 papers
Cohort-based Semantic Labeling: AI-Enabled Recovery of Visualization Semantics from Deployed SVGs
Jeongah Lee, Hima Varshini Surisetty, Durga Nirmaleswaran +4
Many web-based visualizations are deployed as Scalable Vector Graphics (SVG), a format that faithfully preserves visual appearance but typically omits the higher-level semantic str…
Investigating How Music Affects Persuasion, Engagement, and Emotion in Data Videos
Sarmistha Sarna Gomasta, Mahmood Jasim, Hossein Hadisi +4
Data videos have become a prominent vessel for communicating data to broad audiences, and a common object of study in information visualization. Many of these videos include music,…
SVG Decomposition for Enhancing Large Multimodal Models Visualization Comprehension: A Study with Floor Plans
Jeongah Lee, Ali Sarvghad
Large multimodal models (LMMs) are increasingly capable of interpreting visualizations, yet they continue to struggle with spatial reasoning. One proposed strategy is decomposition…
AI-Enabled Conversational Journaling for Advancing Parkinson's Disease Symptom Tracking
Mashrur Rashik, Shilpa Sweth, Nishtha Agrawal +6
Journaling plays a crucial role in managing chronic conditions by allowing patients to document symptoms and medication intake, providing essential data for long-term care. While v…
Toward Filling a Critical Knowledge Gap: Charting the Interactions of Age with Task and Visualization
Zack While, Ali Sarvghad
We present the results of a study comparing the performance of younger adults (YA) and people in late adulthood (PLA) across ten low-level analysis tasks and five basic visualizati…