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Research and implementation of automatic question answering system based on ontology

机译:基于本体的自动问答系统的研究与实现

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Aiming at the problems in extant automatic question answering system, such as inadequate knowledge expression and weakness of indicating the inherent relations among knowledge, a solution with using Ontology to build curriculum domain knowledge base was put forward in this paper. In this paper, the course of "Natural Language Processing" was took as an example to construct an automatic question answering system based on Ontology. The system extracts keywords by analyzing users' question and transforms the intention of the question into the query of basic elements in Ontology. Finally, the system extracts the answer via Jena reasoning. Meanwhile, the system provides related knowledge to help students study systematically. This paper has achieved an automatic question answering system presented in the course of “Natural Language Processing”. This automatic question answering system supports asking questions in natural language and has some reference value in other areas.
机译:针对现存的自动答题系统中存在的知识表达不足,指示知识之间固有联系的弱点等问题,提出了一种利用本体论构建课程领域知识库的解决方案。本文以“自然语言处理”课程为例,构建了基于本体的自动问答系统。该系统通过分析用户的问题来提取关键词,并将问题的意图转化为本体中基本元素的查询。最后,系统通过耶拿推理提取答案。同时,系统提供相关知识,以帮助学生系统地学习。本文实现了在“自然语言处理”课程中提出的自动问答系统。该自动问答系统支持以自然语言提问,并在其他领域具有参考价值。

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