Towards quality metrics for OpenStreetMap

P. Mooney, P. Corcoran, A. Winstanley
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引用次数: 223

Abstract

Volunteered Geographic Information (VGI) is currently a "hot topic" in the GIS community. The OpenStreetMap (OSM) project is one of the most popular and well supported examples of VGL Traditional measures of spatial data quality are often not applicable to OSM as in many cases it is not possible to access ground-truth spatial data for all regions mapped by OSM. We investigate to develop measures of quality for OSM which operate in an unsupervised manner without reference to a "trusted" source of ground-truth data. We provide results of analysis of OSM data from several European countries. The results highlight specific quality issues in OSM. Results of comparing OSM with ground-truth data for Ireland are also presented.
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关于OpenStreetMap的质量指标
志愿地理信息(VGI)是当前GIS界的一个“热门话题”。OpenStreetMap (OSM)项目是VGL中最受欢迎和得到良好支持的例子之一,传统的空间数据质量度量通常不适用于OSM,因为在许多情况下,不可能访问OSM所映射的所有区域的真实空间数据。我们调查开发OSM的质量措施,这些措施以无监督的方式运行,而不参考“可信”的真实数据来源。我们提供了对几个欧洲国家OSM数据的分析结果。结果突出了OSM中特定的质量问题。将OSM与爱尔兰的真实数据进行比较的结果也被提出。
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