软件可视化的综合评估框架 效率
IEEE transactions on visualization and computer graphics
|October 2, 2023
概括
评估软件可视化工具对于采用至关重要. 本研究引入了一个新的多维框架来评估可视化有效性,考虑质量,数量和认知方面,以更好地设计工具.
科学领域:
- 软件工程 软件工程 软件工程
- 人与计算机的交互
- 信息可视化 信息可视化
背景情况:
- 软件可视化有助于理解复杂的系统,减少从业者的认知负担.
- 评估这些可视化的有效性是一个重大挑战,阻碍了工具的采用.
- 目前的框架主要侧重于表现力,忽视了其他关键的有效性方面.
研究的目的:
- 为软件可视化提出一个新的多维评估框架.
- 解决除了表达性之外的可视化有效性量化方面的差距.
- 为设计和评估软件可视化工具提供结构化的方法.
主要方法:
- 开发了一个包含定性,定量和认知方面的多维框架.
- 该框架包括七个主要维度和二十八个特征.
- 通过应用它来评估现有的软件可视化工具来验证框架.
主要成果:
- 拟议的框架为可视化评估提供了一个全面的方法.
- 有效性被评估在多个维度,包括四个子维度.
- 验证证实了该框架在评估和指导可视化工具设计中的适用性.
结论:
- 多维框架有效地解决了对软件可视化的量化评估的需求.
- 它支持用于软件工程任务的新可视化技术和工具的设计和评估.
- 这种方法可以导致更有效和广泛采用的软件可视化解决方案.
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