视觉化信任:图表装饰如何影响人们对可信度的看法
IEEE transactions on visualization and computer graphics
|November 20, 2025
概括
数据可视化设计影响信誉. 虽然颜色和图像风格可以增强信任,但手绘字体和卡通风格会减少信任,影响信息的感知方式.
科学领域:
- 信息可视化 信息可视化
- 人与计算机的交互
- 认知心理学 认知心理学
背景情况:
- 有效的数据可视化对于清晰的沟通和决策至关重要.
- 设计不良的可视化可能导致误解和降低可信度.
研究的目的:
- 调查数据可视化中的视觉装饰如何影响感知到的消息可信度.
- 区分设计元素对信任的整体和组件级影响.
主要方法:
- 进行了两个众包实验.
- 实验1:比较平面条形图与卡通风格和图像风格的变体.
- 实验2:系统地改变颜色,字体和条形样式以隔离效果.
主要成果:
- 装饰的影响是复杂的,并且取决于环境.
- 颜色和图像样式条通常会增加人们的可信度.
- 手绘字体和卡通风格的条纹显著降低了人们对信誉的看法.
结论:
- 数据可视化中的设计选择对信息可信度有可衡量的影响.
- 可以制定可行的指导方针,以创建更有效和可信的可视化.
- 了解这些因素是建立观众对数据信任的关键.
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