lightbulbPractical problem数据搜索、集成与结构化探索用户很难从大型可视化库中快速找到感知相似的图表。CHI '22Structure-aware Visualization Retrieval
lightbulbPractical problem数据搜索、集成与结构化探索设计师难以通过传统眼动实验优化复杂数据可视化界面。CHI '25Chartist: Task-driven Eye Movement Control for Chart Reading
lightbulbPractical problem数据搜索、集成与结构化探索非程序员用户难以有效地搜索和集成政府开放数据。CHI '23Governor: Turning Open Government Data Portals into Interactive Databases
lightbulbPractical problem数据搜索、集成与结构化探索非程序员无法轻松整合多个网站的数据用于展示或分析。UIST '22Wikxhibit: Using HTML and Wikidata to Author Applications that Link Data Across the Web
lightbulbPractical problem数据搜索、集成与结构化探索用户难以高效地在多变量矩阵可视化中定位、搜索和分析细节。CHI '22The Pattern is in the Details: An Evaluation of Interaction Techniques for Locating, Searching, and Contextualizing Details in Multivariate Matrix Visualizations
lightbulbPractical problem数据搜索、集成与结构化探索ML团队难以高效分析数据、共享模型,现有工具缺乏跨平台协作能力。CHI '22Symphony: Composing Interactive Interfaces for Machine Learning
lightbulbPractical problem数据搜索、集成与结构化探索用户在使用黑箱程序合成工具时难以理解生成过程,也难以纠正错误。CHI '21Interpretable Program Synthesis