在信息可视化中对文本功能的分析
IEEE transactions on visualization and computer graphics
|November 21, 2025
概括
文本在信息可视化设计中起着至关重要的作用. 这项研究引入了一个新的框架,确定了十个文本功能和四个设计策略,增强了我们在可视化中理解和使用文本的方式.
科学领域:
- 信息可视化 信息可视化
- 人与计算机的交互
- 视觉分析 视觉分析 视觉分析
背景情况:
- 文本是可视化设计中不可或缺但尚未研究的方面.
- 之前的研究探讨了文本对理解和偏好的影响,但实际设计和使用仍然不清楚.
研究的目的:
- 引入一个全面的框架来理解信息可视化中的文本函数.
- 在可视化设计中识别和分类文本扮演的不同角色.
- 发现文本使用模式和相关的设计策略.
主要方法:
- 分析了120个真实世界的信息可视化和804个文本元素.
- 识别十个不同的文本功能.
- 因素分析揭示了总体的基于文本的设计策略.
主要成果:
- 确定了十个不同的文本功能,包括数据映射识别和副文本呈现.
- 四个总体的文本知情设计策略出现了:归因和变量,注释为中心的设计,视觉装饰和叙事框架.
- 文本被发现是多功能性的,甚至可以取代视觉元素.
结论:
- 拟议的框架为现有的可视化文本模型增加了细微差别.
- 研究结果强调了文本在沟通,合成和框架视觉信息方面的灵活性.
- 这项研究提供了对文本设计和实际使用的详细了解.
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