基于本体和问题模板的特定领域问答系统

D. Wang
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引用次数: 27

摘要

基于internet的信息系统的快速发展增加了对易于建立和维护的自然语言接口的需求。不幸的是,深度理解自然语言查询的问题远未得到解决。本文提出了一种基于领域本体和问题模板的自动问答系统,该系统不需要对用户的问题有深入的了解。利用本体对感兴趣的领域进行建模,通过问题模板集合来描述概念的属性。系统通过将用户的问题与预定义的模板相匹配来捕获用户的意图,并返回与模板的查询焦点相对应的答案。该系统已应用于移动业务咨询领域,实验结果表明该系统具有较高的实用性和可维护性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Domain-Specific Question Answering System Based on Ontology and Question Templates
The rapid growth in the development of Internet-based information systems increases the demand for natural language interfaces that are easy to set up and maintain. Unfortunately, the problem of deep understanding natural language queries is far from being solved. In this paper, an automated question answering system based on domain ontology and question template is proposed, which does not need deep understanding of user's questions. Ontology was employed to model the interesting domain, and properties of concepts are described by a collection of question templates. The system captures a user's intention by matching his questions to predefined templates, and return answers corresponding to template’s query focus. The system has been applied to mobile service consulting area, and experimental results show that the system has high practicability as well as maintainability.
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