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The Use of a Uniform Declarative Model in 3D Visualisation for Case-Based Reasoning

机译:基于3D可视化的统一声明模型在基于案例的推理中的使用

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We present an information visualisation tool, The Cube, as a solution to the problem of visualising cases derived from large amounts of clinical data. The Cube is based on the idea of dynamic 3D parallel diagrams, an idea similar to the notion of 3D parallel coordinate plots. The Cube was developed to provide interactive visualisation of the case base in terms of relationships between and within cases, in order to enhance the clinician's ability to intelligibly analyse existing patient material and to allow for pattern recognition and statistical analysis. The design and use of The Cube are presented and discussed. We show how the declarative model used and the tight coupling between different visualisation tools directly led to a similarity assessment-based solution to the problem of finding a proper arrangement of dimensions in 3D parallel coordinate displays. The declarative, user-centered nature of The Cube makes it suitable for interactive case-based reasoning (CBR) and opens up for the possibility of case-based visualisation for CBR.
机译:我们提出了一种信息可视化工具The Cube,以解决可视化大量临床数据中的病例的问题。多维数据集基于动态3D平行图的概念,该概念类似于3D平行坐标图的概念。开发多维数据集的目的是提供基于案例之间和案例内部的关系的案例库的交互式可视化,以增强临床医生对现有患者材料进行清晰分析的能力,并可以进行模式识别和统计分析。介绍并讨论了The Cube的设计和使用。我们展示了所使用的声明性模型以及不同可视化工具之间的紧密耦合如何直接导致基于相似度评估的解决方案,以解决在3D平行坐标显示中找到尺寸正确排列的问题。 The Cube具有声明性,以用户为中心的性质,使其适合于基于案例的交互式推理(CBR),并为CBR基于案例的可视化打开了可能性。

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