在探索性可视化中迭代数据选择的框架

Richard J. Resnick, M. Ward, Elke A. Rundensteiner
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引用次数: 8

摘要

本文提出了一种从数据点的结构化网格中交互式选择(查询)数据的范例,用于探索性可视化。该范式基于指定和迭代调整数据属性的焦点、范围和密度(FED)。FED模型以直观的方式支持对结构化数据的高度复杂查询,并通过由一组简单但功能强大的查询规范用户界面控件组成的可视化界面进行了增强。此外,该模型还支持统计聚合。最后,将FED模型与SQL范型进行比较,结果表明,FED模型非常适合映射到直接操作的图形界面。
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FED-a framework for iterative data selection in exploratory visualization
This paper presents a paradigm for the interactive selection (querying) of data from a structured grid of data points for exploratory visualization. The paradigm is based on specifying and iteratively adjusting the Focus, Extent, and Density (FED) of the data attributes. The FED model supports highly complex queries of structured data in an intuitive fashion, and is augmented with a visual interface composed of a set of simple yet powerful user interface controls for query specification. In addition, statistical aggregations are supported by the model. Finally, the FED model is compared to the SQL paradigm, and is shown to be well suited for mapping to a direct-manipulation graphical interface.
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