Yilin Xia

schoolUniversity of Illinoisbar_chart#6703 Global Rank

Total Papers

HCI Rank

#6703

Research Areas

Years Active

Recent Publications

MAIDR: Making Statistical Visualizations Accessible with Multimodal Data Representation

This paper investigates new data exploration experiences that enable blind users to interact with statistical data visualizations---bar plots, heat maps, box plots, and scatter plots---leveraging multimodal data representations. In addition to sonification and textual descriptions that are commonly employed by existin…

CHI '233rd AuthorAI Ethics, Fairness & Accountability +2

CrowdIDEA: Blending Crowd Intelligence and Data Analytics to Empower Causal Reasoning

Causal reasoning is crucial for people to understand data, make decisions, or take action. However, individuals often have blind spots and overlook alternative hypotheses, and using only data is insufficient for causal reasoning. We designed and implemented CrowdIDEA, a novel tool consisting of a three-panel integrati…

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