信息可视化采用一种新的焦点+上下文技术,结合信息空间的动态聚类

M. Kreuseler, H. Schumann
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引用次数: 33

摘要

本文介绍了我们在可视化多维和分层信息的方法方面正在进行的工作。我们提出了两种新的图形用户界面,魔眼视图(MEV)和ShapeVis来探索信息空间。为了处理大量的信息集,我们将MEV和ShapeVis与信息单元的动态分层聚类结合起来,并使用了一种新的Focus+Context技术的Magic Eye View作为可视化这些分层的接口。为了支持对信息空间的详细探索(例如对某些集群节点或层次层次的分析),使用了一种新的多维信息可视化技术。ShapeVis根据信息空间的选定子集提供信息对象的2D或3D表示。对象表示为小的封闭自由曲面。这些表面的位置、大小和形状根据其属性独特地描述了信息空间中的原始对象
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Information visualization using a new focus+context technique in combination with dynamic clustering of information space
This paper presents work in progress on our approach to visualizing multi-dimensional and hierarchical information. We propose two new graphical user interfaces, the Magic Eye View (MEV) and ShapeVis to explore information spaces. In order to cope with large information sets we combine MEV and ShapeVis with dynamic hierarchical clustering of information units The Magic Eye View, which implements a new Focus+Context technique, is used as the interface for visualizing those hierarchies. In order to support detailed exploration of the information space (e.g analysis of certain cluster nodes or hierarchy levels) a new technique for visualizing multidimensional information is used. ShapeVis provides 2D or 3D representations of the information objects according to the selected subset of the information space Objects are represented as small closed free-form-surfaces. The location, size and shape of these surfaces describe the original objects in the information space uniquely according to their properties
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