The Visualization Process: The Path from Data to Insight

K. Gaither, D. Ebert, D. Weiskopf, P. Hanrahan
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引用次数: 2

Abstract

While previous Visualization panels have focused on different methods for scientific visualization, this panel focuses on the process of transforming data into insight. The overarching goal for visualization is to transform data into information or knowledge. This goal, however, can be somewhat elusive and difficult to achieve. The purpose of this panel is to discuss a variety of approaches that range from traditional to those that are new and emerging. Each of the given panelists is keenly interested in extracting relevant knowledge and information from a given set of data. However, each panelist takes a very different approach, and each has a different process by which visualization bears insight. David Ebert is inspired by the effectiveness of illustration and experimental photography techniques to convey knowledge. Kelly Gaither is keenly rooted in the physical meaning behind the data and uses this knowledge to guide the choice and style of visual representation. Pat Hanrahan is interested in self-illustrating phenomena and new approaches to visualizing streams of data such as network flows, migrations of birds and people, and flow of goods and traffic. Daniel Weiskopf is exploring the impact of color, motion, and interactivity on the visualization process. His approaches are traditional in nature but incorporate advances in graphics hardware.
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可视化过程:从数据到洞察力的路径
之前的可视化专题讨论侧重于科学可视化的不同方法,而本次专题讨论侧重于将数据转化为洞察力的过程。可视化的首要目标是将数据转换为信息或知识。然而,这个目标可能有些难以捉摸和难以实现。这个小组的目的是讨论从传统到新兴的各种方法。每个给定的小组成员都对从给定的一组数据中提取相关知识和信息非常感兴趣。然而,每个小组成员都采用非常不同的方法,并且每个人都有不同的可视化过程。David Ebert受到插图和实验性摄影技术传达知识的有效性的启发。Kelly Gaither敏锐地植根于数据背后的物理意义,并利用这些知识来指导视觉表现的选择和风格。Pat Hanrahan对自我说明现象和可视化数据流的新方法感兴趣,例如网络流,鸟类和人类的迁徙,以及货物和交通的流动。Daniel Weiskopf正在探索色彩、运动和交互性对可视化过程的影响。他的方法本质上是传统的,但结合了图形硬件的进步。
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