设想:朝着表达式的视觉图表查询
IEEE transactions on visualization and computer graphics
|November 25, 2025
概括
Envisage通过实现直观的图形构建和灵活的规则来增强复杂数据的视觉图表查询 (VGQ). 这种交互式系统可以提高图形分析师的查询表达性和可用性.
科学领域:
- 计算机科学 计算机科学
- 数据科学数据科学数据科学
背景情况:
- 图表查询使用专用语言获取数据,通常需要编程技能.
- 目前的视觉图表查询 (VGQ) 工具仅限于简单的查询,限制用户对复杂或不详细的意图的表达.
研究的目的:
- 介绍Envisage,一个交互式的视觉图表查询系统,旨在增强复杂场景的VGQ表达力.
- 支持直观的图形结构构建和灵活的参数化规则规范,以改善查询交互.
主要方法:
- Envisage有四个阶段:查询表达式用于交互式构建,查询验证用于验证,渐进式查询执行用于有意义的结果,结果分析用于探索.
- 评估涉及两个案例研究和与14位图形分析师的用户访谈.
主要成果:
- Envisage在构建,验证和执行复杂的图表查询方面展示了有效性和可用性.
- 该系统增强了用户以交互方式表达复杂查询意图的能力.
结论:
- Envisage显著提高了复杂数据场景的视觉图表查询的表达性和可用性.
- 拟议的系统有助于更直观和灵活地与图形数据进行交互以进行分析.
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