lightbulbPractical problemLabel Schema Design and Crowdsourced Feedback Optimization
UI designers face low efficiency and high costs when exploring large numbers of design options.Data Annotation, Model Debugging, and Data Work / Label Schema Design and Crowdsourced Feedback Optimization
UI designers face low efficiency and high costs when exploring large numbers of design options.
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lightbulbPractical problemLabel Schema Design and Crowdsourced Feedback Optimization
Machine learning practitioners struggle to create high-quality label sets, affecting model performance.lightbulbPractical problemLabel Schema Design and Crowdsourced Feedback Optimization
User feedback tasks are highly disruptive, with low engagement and inauthentic feedback.Related papers
IUI 2024
DynamicLabels: Supporting Informed Construction of Machine Learning Label Sets with Crowd Feedback
Jeongeon Park, Eun-Young Ko, Yeon Su Park
CHI 2023
CrowdSurfer: Seamlessly Integrating Crowd-Feedback Tasks into Everyday Internet Surfing
Saskia Haug, Ivo Benke, Daniel Fischer
CHI 2021
Spacewalker: Rapid UI Design Exploration Using Lightweight Markup Enhancement and Crowd Genetic Programming
Mingyuan Zhong, Gang Li, Yang Li