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Ontology-based service discovery in spatial data infrastructures

机译:空间数据基础架构中基于本体的服务发现

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Spatial data infrastructures will greatly benefit from the ability to compose services providing geospatial data with services for processing these data. Discovering suitable geoprocessing services is a major challenge in this endeavour. Current (keyword-based) approaches to service discovery are inherently restricted by the ambiguities of natural language, which can lead to low precision and/or recall. To alleviate these problems, we propose a methodology for service discovery which uses ontologies describing geospatial operations to create descriptions of requirements and service capabilities. Matches between these descriptions are identified based on function subtyping. This paper investigates how this methodology an be integrated into existing architectures for spatial data infrastructures, and presents a prototypical implementation.
机译:空间数据基础架构将极大地受益于撰写提供提供地理空间数据的服务的能力,用于处理这些数据。发现合适的地理处理服务是这一努力的主要挑战。当前(基于关键字的)服务发现方法本质上受到自然语言的模糊的限制,这可能导致低精度和/或召回。为了减轻这些问题,我们提出了一种服务发现方法,它使用描述地理空间操作的本体来创建要求和服务能力的描述。基于函数亚型来识别这些描述之间的匹配。本文研究了该方法如何集成到现有的空间数据基础架构的现有架构中,并提出了一种原型实现。

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