Yu-Chun Grace Yen

schoolUniversity of Illinoisbar_chart#4967 Global Rank

Total Papers

HCI Rank

#4967

Research Areas

Years Active

Recent Publications

Narratives + Diagrams: An Integrated Approach for Externalizing and Sharing People’s Causal Beliefs

Causal knowledge is of interest in many areas, such as statistics and machine learning, as it allows people and algorithms to predict outcomes and make data-driven decisions. Researchers in CSCW have proposed tools and workflows to externalize causal knowledge or beliefs from a group of people; however, most of the ge…

CHI '201st AuthorInteractive Data Visualization +1

Decipher: An Interactive Visualization Tool for Interpreting Unstructured Design Feedback from Multiple Providers

Feedback from diverse audiences can vary in focus, differ in structure, and contradict each other, making it hard to interpret and act on. While prior work has explored generating quality feedback, our work helps a designer interpret that feedback. Through a formative study with professional designers (N=10), we disco…

IUI '192nd AuthorAI-Assisted Decision-Making & Automation +1

An Intelligent Assistant for Mediation Analysis in Visual Analytics

Mediation analysis is commonly performed using regressions or Bayesian network analysis in statistics, psychology, and health science; however, it is not effectively supported in existing visualization tools. The lack of assistance poses great risks when people use visualizations to explore causal relationships and ma…

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