ChronoView:多时间数据的可视化技术

Satoko Shiroi, Kazuo Misue, J. Tanaka
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引用次数: 12

摘要

本文提出了一种将包含时间信息的数据可视化的方法,例如人的行为及其发生的时间。数据的一个特征是每个事件可以有一个或多个时间戳。通过分析这类数据,我们可以发现一些行为模式,并获得适用于许多领域的知识,如市场研究和安全。我们开发了ChronoView,这是一种支持时间信息数据分析的可视化技术。ChronoView将带有一组时间戳的事件表示为圆圈内的位置,类似于模拟时钟的表盘。通过将每个事件表示为二维平面上的一个位置,我们可以同时可视化许多事件并轻松地比较它们的发生模式。我们实现了一个基于ChronoView的工具,它丰富了原有系统的附加功能,克服了原有系统的不足。一个涉及Twitter tweet数据的用例说明了ChronoView的使用和实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ChronoView: Visualization Technique for Many Temporal Data
This paper presents a method of visualizing data that contains temporal information, such as a human's behavior and the time at which it occurs. A feature of the data is that each event may have one or more time-stamps. By analyzing this kind of data, we are able to find some behavioral patterns and obtain knowledge applicable to many fields, such as marketing research and security. We develop ChronoView, a visualization technique to support the analysis of data with temporal information. ChronoView represents an event with a set of time-stamps as a position inside a circle, similar to the dial of an analog clock. By representing each event as a position on a two-dimensional plane, we can simultaneously visualize many events and easily compare their occurrence patterns. We implement a tool based on ChronoView, which is enriched with additional functions and overcomes the drawbacks of the original system. A use case involving tweet data from Twitter illustrates the use and practicality of ChronoView.
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