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Tuuurbine: A Generic CBR Engine over RDFS

机译:Tuuurbine:基于RDFS的通用CBR引擎

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This paper presents Tuuurbine, a case-based reasoning (CBR) system for the Semantic Web. TUUURBINE is built as a generic CBR system able to reason on knowledge stored in RDF format; it uses Semantic Web technologies like RDF/RDFS, RDF stores, SPARQL, and optionally Semantic Wikis. Tuuurbine implements a generic case-based inference mechanism in which adaptation consists in retrieving similar cases and in replacing some features of these cases in order to obtain one or more solutions for a given query. The search for similar cases is based on a generalization/specialization method performed by means of generalization costs and adaptation rules. The whole knowledge (cases, domain knowledge, costs, adaptation rules) is stored in an RDF store.
机译:本文介绍了Tuuurbine,这是一种用于语义网的基于案例的推理(CBR)系统。 TUUURBINE是作为通用CBR系统构建的,能够推理以RDF格式存储的知识。它使用RDF / RDFS,RDF存储,SPARQL和可选的语义Wiki等语义Web技术。 Tuuurbine实现了一种基于案例的通用推理机制,其中适应包括检索相似的案例并替换这些案例的某些功能,以便为给定查询获得一个或多个解决方案。对类似案例的搜索基于通过归纳成本和适应规则执行的归纳/专业化方法。整个知识(案例,领域知识,成本,适应规则)存储在RDF存储中。

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