现代计算机2024,Vol.30Issue(24) :138-141,169.DOI:10.3969/j.issn.1007-1423.2024.24.026

知识图谱的高校英语课程数字化教学资源检索方法

Knowledge graph retrieval method of digital teaching resources of college English courses

吴迪
现代计算机2024,Vol.30Issue(24) :138-141,169.DOI:10.3969/j.issn.1007-1423.2024.24.026

知识图谱的高校英语课程数字化教学资源检索方法

Knowledge graph retrieval method of digital teaching resources of college English courses

吴迪1
扫码查看

作者信息

  • 1. 长春光华学院外国语学院,长春 130033
  • 折叠

摘要

现有检索方法因难以处理数据的深度关联与语义理解,导致检索效率低下且结果相关性差.因此,提出知识图谱的高校英语课程数字化教学资源检索方法.先对高校英语课程数字化教学资源特征进行提取,建立高校英语课程教学资源索引.然后为确保检索的精准与高效,对冗余高相似数据进行剔除,强化索引与特征间的关联性检测,最后依托知识图谱检索技术输出数字化教学资源.测试结果表明:基于知识图谱的高校英语课程数字化教学资源检索方法的检索内容与关键词匹配度高达99.9%,且检索时间仅需18 ms,证明该方法能够有效实现数字化教学资源的匹配,提升用户体验,应用效果较好.

Abstract

Existing retrieval methods are difficult to process the deep correlation and semantic understanding of data,resulting in low retrieval efficiency and poor correlation of results.Therefore,this paper proposes the retrieval method of digital teaching re-sources of college English courses for knowledge graph.The paper first extracts the characteristics of the digital teaching resources of college English courses,and establishes the index of college English course teaching resources.Then,in order to ensure the ac-curate and efficient retrieval,redundant and highly similar data is eliminated,the correlation detection between index and features is strengthened,and digital teaching resources are output based on knowledge graph retrieval technology.The test results show that the matching degree of the retrieval content of digital teaching resources in college English courses based on knowledge graph is as high as 99.9%,and the retrieval time is only 18ms,which proves that this method can effectively realize the matching of digital teaching resources,improve user experience,and the application effect is good.

关键词

知识图谱/高校/英语课程/数字化/教学资源/检索方法

Key words

knowledge map/university/English course/digitization/teaching resources/retrieval method

引用本文复制引用

出版年

2024
现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
段落导航相关论文