CircleView:一种可视化时间相关多维数据集的新方法

D. Keim, Jörn Schneidewind, Mike Sips
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引用次数: 92

摘要

本文介绍了一种新的方法来可视化多维时间参考数据集,称为圆视图。Circle View技术是层次化可视化技术(如树图[6])和圆形布局技术(如饼图和圆段[2])的结合。主要目标是比较随时间变化的连续数据,以便识别数据中的模式、异常和相似之处。为了实现这一目标,Circle View是一个直观且易于理解的可视化界面,使用户能够非常快速地获取所需的信息。对于由时间相关数据流引起的快速变化的可视化来说,这是一个重要的特性。圆形视图支持随时间变化的特征的可视化,允许用户观察数据的变化。此外,它还提供用户交互和根据用户需求进行有效探索性数据分析的钻取机制。还可以通过使用相似性和排序算法来探索数据中的相关性和异常。
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CircleView: a new approach for visualizing time-related multidimensional data sets
This paper introduces a new approach for visualizing multidimensional time-referenced data sets, called Circle View. The Circle View technique is a combination of hierarchical visualization techniques, such as treemaps [6], and circular layout techniques such as Pie Charts and Circle Segments [2]. The main goal is to compare continuous data changing their characteristics over time in order to identify patterns, exceptions and similarities in the data.To achieve this goal Circle View is a intuitive and easy to understand visualization interface to enable the user very fast to acquire the information needed. This is an important feature for fast changing visualization caused by time related data streams. Circle View supports the visualization of the changing characteristics over time, to allow the user the observation of changes in the data. Additionally it provides user interaction and drill down mechanism depending on user demands for a effective exploratory data analysis. There is also the capability of exploring correlations and exceptions in the data by using similarity and ordering algorithms.
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