基于指标的评估和可视化标记的比较
IEEE transactions on visualization and computer graphics
|October 24, 2023
概括
我们引入了一种新的基于指标的方法来评估和比较可视化符号. 这种方法使可视化语法和图书馆的评估正式化和扩展,使用一种名为NotaScope的工具.
科学领域:
- 计算机科学 计算机科学
- 人与计算机的交互
- 数据可视化 数据可视化
背景情况:
- 像语法或图书馆一样的可视化符号通过示例画廊或专家启发式评估.
- 目前的评估方法往往是临时的,阻碍了不同符号的直接比较.
- 专家分析可能是繁的,需要考虑多个复杂的系统方面.
研究的目的:
- 引入基于指标的方法来评估和比较可视化符号.
- 为了使可视化语法和图书馆的评估过程正式化,外部化和扩展.
- 用这种新方法介绍统计图形的案例研究.
主要方法:
- 开发了一种基于指标的方法,用于可视化符号的可用性评估.
- 通过对40个统计图形示例的画廊进行计算的指标,用于9种符号.
- 利用一个新的工具,NotaScope,以促进度量计算和分析.
- 收集了著名图表图书馆的作者/维护者的反 (n=6).
主要成果:
- 基于指标的方法为标记评估提供了正式和可扩展的方法.
- NotaScope 帮助计算指标和分析可视化符号.
- 与图书馆作者/维护者的采访表明,这种方法是有希望的.
结论:
- 提出的基于指标的方法提供了一个结构化和客观的方式来评估和比较可视化符号.
- 诺塔斯科普是实施这种评估方法的宝贵工具.
- 这种方法有可能显著改善可视化工具的设计和选择.
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