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SWI: A Semantic Web Interactive Gazetteer to support Linked Open Data

机译:SWI:支持链接的开放数据的语义Web交互式地名词典

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摘要

Current implementations of gazetteers, geographic directories that associate place names to geographic coordinates, cannot use semantics to answer complex queries (most gazetteers are just thesauri of place names), use domain ontologies for place name disambiguation, make their data sets available in the Semantic Web or support the use of Volunteered Geographic Information (VGI). A new generation of gazetteers has to tackle these problems. In this paper, we present a new architecture for gazetteers that uses VGI and Semantic Web tools, such as ontologies and Linked Open Data to overcome these limitations. We also present a gazetteer, the Semantic Web Interactive Gazetteer (SWI), implemented using this architecture, and show that it can be used to add absent geographic coordinates to biodiversity records. In our tests, we use this gazetteer to correct geographic data from a big sample (around 142,000 occurrence records of Amazonian specimens) from SpeciesLink, a big repository of biodiversity collection records from Brazil. The tests showed that the SWI Gazetteer was able to add geographic coordinates to around 30,000 records, increasing the records with coordinates from 30.29% to 57.5% of the total number of records in the sample (representing an increase of 90%).
机译:地名词典的当前实现,将地名与地理坐标相关联的地理目录,不能使用语义来回答复杂的查询(大多数地名词典只是地名叙词表),使用域本体来消除地名歧义,使其数据集在语义网中可用或支持使用自愿地理信息(VGI)。新一代的地名词典必须解决这些问题。在本文中,我们提出了一种新的地名词典体系结构,该体系结构使用VGI和语义Web工具(例如,本体论和链接的开放数据)来克服这些限制。我们还展示了使用该体系结构实现的地名索引,即语义网交互式地名索引(SWI),并表明它可用于在生物多样性记录中添加缺少的地理坐标。在我们的测试中,我们使用该地名词典对来自SpeciesLink的大样本(大约142,000个亚马逊标本的发生记录)中的地理数据进行校正,该物种是巴西最大的生物多样性收集记录的存储库。测试表明,SWI地名词典能够将地理坐标添加到大约30,000条记录中,从而使坐标的记录从样本中记录总数的30.29%增加到57.5%(即增加了90%)。

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