Interactive Tag Maps and Tag Clouds for the Multiscale Exploration of Large Spatio-temporal Datasets

A. Slingsby, J. Dykes, J. Wood, K. Clarke
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引用次数: 75

Abstract

'Tag clouds' and 'tag maps' are introduced to represent geographically referenced text. In combination, these aspatial and spatial views are used to explore a large structured spatio-temporal data set by providing overviews and filtering by text and geography. Prototypes are implemented using freely available technologies including Google Earth and Yahoo! 's Tag Map applet. The interactive tag map and tag cloud techniques and the rapid prototyping method used are informally evaluated through successes and limitations encountered. Preliminary evaluation suggests that the techniques may be useful for generating insights when visualizing large data sets containing geo-referenced text strings. The rapid prototyping approach enabled the technique to be developed and evaluated, leading to geovisualization through which a number of ideas were generated. Limitations of this approach are reflected upon. Tag placement, generalisation and prominence at different scales are issues which have come to light in this study that warrant further work.
面向大型时空数据集多尺度探索的交互式标签地图和标签云
引入“标签云”和“标签地图”来表示地理参考文本。这些空间和空间视图结合起来,通过提供概述和文本和地理过滤,用于探索大型结构化时空数据集。原型是使用免费的技术实现的,包括Google Earth和Yahoo!的标签地图小程序。通过成功和遇到的限制,非正式地评估了所使用的交互式标签地图和标签云技术以及快速原型方法。初步评估表明,当可视化包含地理参考文本字符串的大型数据集时,这些技术可能对生成见解有用。快速原型方法使技术得以开发和评估,从而产生了许多想法的地理可视化。对这种方法的局限性进行了反思。标签的位置,概括和突出在不同的尺度是问题,已经在本研究中发现,需要进一步的工作。
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