Enhancing statistical chart accessibility for people with low vision: insights from a user test

R Alcaraz-Martínez, M Ribera, A Adeva-Fillol… - Universal Access in the …, 2024 - Springer
A remote user test was performed with two versions (one accessible and one non-
accessible) of three types of web-based charts (horizontal bar chart, vertical stacked bar …

Design and Deployment of a Simulation Platform: Case Study of an Agent-Based Model for Youth Suicide Prevention

J Huddleston, MC Galgoczy… - 2022 Winter …, 2022 - ieeexplore.ieee.org
Research has examined the process of engaging end-users in co-designing a simulation
model and using it within workplace settings. In contrast, few studies document the software …

InvVis: Large-Scale Data Embedding for Invertible Visualization

H Ye, C Li, Y Li, C Wang - IEEE Transactions on Visualization …, 2023 - ieeexplore.ieee.org
We present InvVis, a new approach for invertible visualization, which is reconstructing or
further modifying a visualization from an image. InvVis allows the embedding of a significant …

Visualization for villainy

AM McNutt, L Huang, K Koenig - arXiv preprint arXiv:2109.06007, 2021 - arxiv.org
Visualization has long been seen as a dependable and trustworthy tool for carrying out
analysis and communication tasks--a view reinforced by the growing interest in applying it to …

ScatterPlotAnalyzer: digitizing images of charts using tensor-based computational model

K Dadhich, SC Daggubati… - … on Computational Science, 2021 - Springer
Charts or scientific plots are widely used visualizations for efficient knowledge dissemination
from datasets. Nowadays, these charts are predominantly available in image format in print …

Document Region Classification

S Bhowmik - Document Layout Analysis, 2023 - Springer
After region segmentation, it is necessary to identify the functional labels of the segmented
regions. This is because OCR engines can only consider text regions. Presence of non-text …

Harder, Better, Faster, Stronger: Interactive Visualization for Human-Centered AI Tools

MN Hoque, S Shin, N Elmqvist - arXiv preprint arXiv:2404.02147, 2024 - arxiv.org
Human-centered AI (HCAI), rather than replacing the human, puts the human user in the
driver's seat of so-called human-centered AI-infused tools (HCAI tools): interactive software …

Faithful Chart Summarization with ChaTS-Pi

S Krichene, F Piccinno, F Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
Chart-to-summary generation can help explore data, communicate insights, and help the
visually impaired people. Multi-modal generative models have been used to produce fluent …

Visual style extraction from chart images for chart restyling

D Huang, J Wang, G Wang… - 2020 25th International …, 2021 - ieeexplore.ieee.org
Creating a good looking chart for better visualization is time consuming. There are plenty of
well-designed charts on the Web, which are ideal references for imitation of chart style …

Breaking down the visual barrier: Designing data interactions for the visually impaired in informal learning settings

J Roberts, R Lowy, H Li, J Bellona… - Proceedings of the …, 2023 - repository.isls.org
As data literacy takes an increasingly prominent role in education, learning sciences
research is investigating how environments can be designed to foster sensemaking …