数据显示的格子模型

W. Hibbard, C. Dyer, Brian E. Paul
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引用次数: 42

摘要

为了开发可视化的基础,我们为数据对象和显示开发了点阵模型,这些模型关注的是数据对象是数学对象的近似值,而实际显示是理想显示的近似值。这些点阵模型为我们提供了一种量化数据和显示的信息内容的方法,并定义了从数据到显示的可视化映射的条件。映射满足这些条件当且仅当它们是格同构。我们将展示如何将此结果应用于科学数据和显示模型,并讨论如何将其应用于适合复杂信息处理的递归定义的数据类型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A lattice model for data display
In order to develop a foundation for visualization, we develop lattice models for data objects and displays that focus on the fact that data objects are approximations to mathematical objects and real displays are approximations to ideal displays. These lattice models give us a way to quantize the information content of data and displays and to define conditions on the visualization mappings from data to displays. Mappings satisfy these conditions if and only if they are lattice isomorphisms. We show how to apply this result to scientific data and display models, and discuss how it might be applied to recursively defined data types appropriate for complex information processing.<>
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