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A Prototype of Speech Interface Based on the Google Cloud Platform to Access a Semantic Website

机译:基于Google云平台访问语义网站的语音接口原型

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摘要

The main restriction of the Semantic Web is the difficulty of the SPARQL language, which is necessary for extracting information from the Knowledge Representation also known as ontology. Making the Semantic Web accessible for people who do not know SPARQL is essential for the use of friendlier interfaces, and a good alternative is Natural Language. This paper shows the implementation of a friendly prototype interface activated by voice to query and retrieving information from websites built with Semantic Web tools. In that way, the end users avoid the complicated SPARQL language. To achieve this, the interface recognizes a speech query and converts it into text, it processes the text through a Java program and identifies keywords, generates a SPARQL query, extracts the information from the website and reads it in a voice for the user. In our work, Google Cloud Speech API makes Speech-to-Text conversions and Text-to Speech conversions are made with SVOX Pico. As a result, we have measured three variables: the success rate in queries, the response time of query and a usability survey. The values of the variables allow the evaluation of our prototype. Finally, the interface proposed provides us with a new approach in the problem, using the Cloud like a Service, reducing barriers of access to the Semantic Web for people without technical knowledge of Semantic Web technologies.
机译:语义Web的主要限制是SPARQL语言,这是必要的,从知识表示也被称为本体提取信息的难度。制作人谁不知道SPARQL语义Web访问是为使用友好的接口必不可少的,一个很好的选择是自然语言。本文论述了一个友好的界面原型的启动实施通过语音来查询和检索信息从语义Web工具构建网站。这样一来,最终用户避免了复杂的SPARQL语言。为了实现这一目标,该接口识别语音查询,并将其转换成文本,它处理通过Java程序和识别关键字的文本,生成一个SPARQL查询,从网站中提取信息,并在用户语音读取它。在我们的工作中,谷歌云语音API使得语音到文本的转换和文本到语音转换与SVOX微微制成。因此,我们测量了三个变量:成功率在查询中,查询的响应时间和可用性调查。变量的值允许我们的评测样机。最后,提出了接口,为我们提供了这个问题的新方法,使用云像一个服务,减少无语义Web技术的技术知识获得了语义Web的人的障碍。

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