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Querying an Ontology Using Natural Language

机译:使用自然语言查询本体

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摘要

In the context of the development of a virtual tutor to support distance learning courses, this paper presents an approach to solve the problem of automatically answering questions posed by students in a natural language (Portuguese). Our approach is based on three main pillars: an ontology, a conversion process, and a querying process. First, the ontology, was built to model the knowledge regarding all aspects of the course; second, we defined a way of converting a natural language question to a SPARQL query; finally, the SPARQL query is executed and the result extracted from the ontology. Focusing on the second pillar mentioned above (the conversion of a NL question), we explain the whole process and present the results regarding a set of preliminary experiments.
机译:在开发支持远程学习课程的虚拟导师的背景下,本文提出了一种方法来解决用自然语言(葡萄牙语)自动回答学生提出的问题的方法。我们的方法基于三个主要支柱:本体,转换过程和查询过程。首先,建立本体是为了对课程各个方面的知识进行建模。其次,我们定义了一种将自然语言问题转换为SPARQL查询的方法。最后,执行SPARQL查询,并从本体中提取结果。着眼于上面提到的第二个支柱(NL问题的转换),我们解释了整个过程并介绍了一组初步实验的结果。

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