风玫瑰轨迹分析系统

Ricardo Vaz, Mauro Carreira, António Ferreira, A. Afonso
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引用次数: 2

摘要

在本文中,我们提出了一个系统,分析利用图形风玫瑰的启发。玫瑰的元素包括花瓣,这些花瓣可以聚合给定方向的轨迹,还可以显示地图上一个点周围区域内的平均速度,以及指向轨迹原点和终点的箭头。用户可以通过应用时间过滤器和调整聚集半径来与玫瑰互动,例如,允许通勤模式的可视化。对用户的评估显示,对于轨道汇总数据的解释问题的答案几乎没有错误,并且响应时间在性别或年龄范围内没有显着差异,并建议在图形界面上进行改进。该系统提供了一种新的轨迹分析方法,基于经典的风数据汇总技术,为可视化分析领域的知识体系做出了贡献。
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Track analysis system with wind roses
In this paper we present a system for analyzing tracks using graphics inspired in wind roses. The elements of the rose in­clude petals that aggregate tracks given their direction and that also show their average speeds within an area around a point in a map, as well as arrows that point to the origin and destination of the tracks. The user can interact with the rose by applying time filters and by adjusting the aggregation radius, allowing, for instance, the visualization of commuting patterns. An evaluation with users revealed that almost no errors were made regarding the answers to questions about the interpretation of track aggregation data, and that the response times did not differ significantly with gender or age band and suggested improvements in the graphical interface. The system offers a new way of analyzing tracks, based on a classic technic for aggregating wind data, contributing to the body of knowledge in the area of visual analytics.
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