使用描述性非真实感渲染探索文本中的实体

Meng-Wei Chang, C. Collins
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引用次数: 9

摘要

本文提出了一种新的文本可视化方法,即描述性非真实感渲染,该方法利用文本文档固有的空间和抽象维度,将三维非真实感渲染与信息可视化相结合。可视化将文本数据编码到3D模型上,强调文本中单词的相对重要性以及这些单词之间的物理、现实世界关系。通过一系列交互式小部件和与3D模型的直接多点触控交互,支持分析探索。我们应用我们的方法来分析来自美国国家公路交通安全管理局(NHTSA)的车辆投诉报告集合,并通过定性研究,我们展示了我们的系统如何支持诸如比较不同模型的可靠性,发现有趣的事实以及揭示汽车部件之间可能的因果关系等任务。
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Exploring entities in text with descriptive non-photorealistic rendering
We present a novel approach to text visualization called descriptive non-photorealistic rendering which exploits the inherent spatial and abstract dimensions in text documents to integrate 3D non-photorealistic rendering with information visualization. The visualization encodes text data onto 3D models, emphasizing the relative significance of words in the text and the physical, real-world relationships between those words. Analytic exploration is supported through a collection of interactive widgets and direct multitouch interaction with the 3D models. We applied our method to analyze a collection of vehicle complaint reports from the National Highway Traffic Safety Administration (NHTSA), and through a qualitative study, we demonstrate how our system can support tasks such as comparing the reliability of different models, finding interesting facts, and revealing possible causal relations between car parts.
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