向着信息可视化的可视化界面迈进

Daryl H. Hepting
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引用次数: 12

摘要

在越来越多的可访问的计算资源的帮助下,信息可视化的受欢迎程度和重要性持续增长。通过计算机生成复杂图像的能力通常是必要的,但并不总是足以获得所需的洞察力。在给定的上下文中,视觉表现的成功可能受到许多变量的影响,其中最重要的是个人用户的体验。即使情境与“最佳”视觉表现之间存在精确的关系,情境的完整表达实际上也是不可能的。在其他领域,这被称为对初始条件的敏感依赖。更可行的替代方案是从上下文的不完整表述开始,并允许用户交互式地开发和改进它。尽管大多数信息可视化工具的计算机界面主要是口头的,但主要的可视化界面可以具有显著的优势。这样的界面允许用户避免在视觉和口头模式之间进行通常的转换,并且它消除了用户对专门的可视化词汇表的需求。可视化界面还可以将可视化过程的焦点从数据转移到用户。本文在原型工具的背景下讨论了这些想法,并用一个例子说明了原型工具的设计,并对其进行了评估,提供了许多积极的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards a visual interface for information visualization
Information visualization, aided by ever more accessible computational resources, continues to grow in popularity and significance. The capability to generate complex imagery by computer is often necessary but not always sufficient to gain the desired insight. The success of a visual representation in a given context may be affected by many variables, not the least of which is the individual user's experience. Even if a precise relationship could be found between context and "best" visual representation, the complete articulation of a context is practically impossible. In other fields, this is known as sensitive dependence to initial conditions. A more feasible alternative is to begin with an incomplete articulation of a context and allow the user to interactively develop and refine it. Although most computer interfaces for information visualization tools are predominantly verbal, a predominantly visual interface can have significant advantages. Such an interface allows users to avoid the usual translations between visual and verbal modes and it removes users' need for a specialized visualization vocabulary. A visual interface can also shift the focus of the visualization process from the data towards the user These ideas are discussed in the context of a prototype tool, the design of which is illustrated with an example, and the evaluation of which has provided many positive results.
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