信息与电脑2024,Vol.36Issue(2) :235-237.

基于知识图谱的辅助教学问答AI助手设计与实现

Design and Implementation of Auxiliary Teaching Question-answering AI Assistant Based on Knowledge Graph

郑瑶 夏婷婷
信息与电脑2024,Vol.36Issue(2) :235-237.

基于知识图谱的辅助教学问答AI助手设计与实现

Design and Implementation of Auxiliary Teaching Question-answering AI Assistant Based on Knowledge Graph

郑瑶 1夏婷婷1
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作者信息

  • 1. 吉林建筑科技学院能源与环境工程学院,吉林长春 130114
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摘要

传统的辅助教学问答人工智能(Artificial Intelligence,AI)助手,回答错误数量较多,因此,设计了基于知识图谱的辅助教学问答AI助手.首先构建教学知识为基础的问答数据库,然后根据问答数据库设计基于知识图谱的辅助教学问答筛选算法,最后进行教学问答检索服务.实验结果证明,所设计的基于知识图谱的辅助教学问答AI助手最终得出的回答错误数相对较少,占整个数据集的1%,表明所设计的AI助手在辅助教学问答方面的准确性和可靠性较高,具有实际的应用价值.

Abstract

The traditional auxiliary teaching question-answering Artificial Intelligence(AI)assistant has a large number of answering errors.Therefore,a auxiliary teaching question-answering Al assistant based on knowledge graph is designed.Firstly,a question and answer database based on teaching knowledge is constructed.Then,according to the question-answering database,the question-answering selection algorithm based on knowledge graph is designed.Finally,the teaching question retrieval service is carried out.The experimental results show that the designed auxiliary teaching question-answering AI assistant based on knowledge graph has a relatively low number of answer errors,accounting for 1%of the entire dataset.This indicates that the accuracy and reliability of the designed AI assistant in assisted teaching question-answering are high,and it has practical application value.

关键词

知识图谱/辅助教学/问答AI助手

Key words

knowledge graph/auxiliary teaching/question-answering Al assistant

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基金项目

吉林省高教学会项目(JGJX2023C150)

吉林建筑科技学院教育教学改革研究项目(JY2021Z006)

出版年

2024
信息与电脑
北京电子控股有限责任公司

信息与电脑

影响因子:1.143
ISSN:1003-9767
参考文献量6
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