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Visualizing uncertainty for geographical information in the global terrorism database

机译:可视化全球恐怖主义数据库中地理信息的不确定性

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摘要

Presenting information on a geopolitical map can offer powerful insight into a problem by leveraging an individual's innate capacity to discover patterns and to use map-related cues to incorporate pre-existing knowledge. This mode of presentation is not without its flaws, however, as the act of placing information at specific coordinates can imply a false sense of the data's geo-spatial certainty. Traditional uncertainty visualization techniques, such as those that change primitive attributes or employ animation, can create large amounts of clutter or actively distract when visualizing geo-spatially uncertain events within large datasets. To effectively identify geo-spatial trends within the Global Terrorism Database of the START Center, we have developed a novel usage of squarified treemaps that maintains the strengths of traditional map-viewing but incorporates some measure of data verity.
机译:在地缘政治地图上显示信息可以通过利用个人的天生能力来发现问题并利用与地图有关的线索来融合已有知识,从而对问题提供有力的洞察力。但是,这种表示方式并非没有缺陷,因为将信息放置在特定坐标上的行为可能暗示对数据的地理空间确定性有错误的认识。传统的不确定性可视化技术(例如那些更改原始属性或使用动画的不确定性可视化技术)在可视化大型数据集中的地理空间不确定性事件时会产生大量混乱或主动分散注意力。为了在START中心的全球恐怖主义数据库中有效地识别地理空间趋势,我们开发了一种新颖的方树图用法,该树图既保留了传统地图查看的优势,又结合了一些数据真实性的度量。

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