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The Application of Ontology in Semantic Discovery for GeoData Web Service

机译:本体在GeoData Web服务语义发现中的应用

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摘要

GeoData Web service is an important way to achieve the integration and sharing of heterogeneous geospatial data at present. However, due to the complexity of GeoData and no sematic supporting Webservice discovery, it is very hard for data users to accurately find the GeoData WebService they really want. In order to make it easy for users to quickly and accurately find the GeoData Web Service they want in semantic level, this article firstly, constructs MetaData Ontololy, and uses MetaData Ontology to describe the related semantic information for GeoData Web Service. Then it comes up with a new way of computing the degree of semantic similarity among concepts based on Ontology. Finally, it realizes the automatic discovery for GeoData Web Service based on semantic matching. The experiment result shows that the way in this article can dramatically improve the accuracy and intelligence of GeoData Web Service discovery.
机译:目前,GeoData Web服务是实现异构地理空间数据集成和共享的重要途径。但是,由于GeoData的复杂性和没有语义支持Web服务的发现,数据用户很难准确地找到他们真正想要的GeoData WebService。为了使用户能够轻松,准确地在语义级别上找到他们想要的GeoData Web Service,本文首先构造了元数据,然后使用MetaData本体描述了GeoData Web Service的相关语义信息。然后提出了一种新的基于本体论的概念间语义相似度计算方法。最后,它实现了基于语义匹配的GeoData Web Service自动发现。实验结果表明,本文中的方法可以大大提高GeoData Web Service发现的准确性和智能性。

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