arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2302.12907cs.AIcs.SI
收藏

将OpenStreetMap中的街道链接到维基数据中的人物

Linking Streets in OpenStreetMap to Persons in Wikidata

Universität Bonn(波恩大学);Leibniz Universität Hannover(汉诺威莱布尼茨大学);L3S Research Center(L3S研究中心)

Daria Gurtovoy, Simon Gottschalk

摘要:

地理网络资源如OpenStreetMap(OSM)和知识图谱如Wikidata通常是不连接的。可以在这些源之间建立的一个示例连接是OSM中的街道与维基数据中以其命名的人之间的链接。本文提出了StreetToPerson,一种基于知识图谱中的关系和空间依赖性将OSM中的街道连接到知识图谱中的人的方法。我们的评估表明,我们的表现比现有方法高出26个百分点。此外,我们在德国所有OSM街道上应用StreetToPerson,我们识别了街道和人之间的180,000多个链接。

英文摘要:

Geographic web sources such as OpenStreetMap (OSM) and knowledge graphs such as Wikidata are often unconnected. An example connection that can be established between these sources are links between streets in OSM to the persons in Wikidata they were named after. This paper presents StreetToPerson, an approach for connecting streets in OSM to persons in a knowledge graph based on relations in the knowledge graph and spatial dependencies. Our evaluation shows that we outperform existing approaches by 26 percentage points. In addition, we apply StreetToPerson on all OSM streets in Germany, for which we identify more than 180,000 links between streets and persons.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑