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一种基于知识图谱的课程资源关联方法

A Course Resource Association Method Based on Knowledge Graph
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摘要 随着互联网教育教学的深入开展,课程资源除了传统的课程大纲、课件、试题等,还包含线上视频、音频等。基于知识图谱的课程资源整合是课程建设的一个热点方向,能帮助教师快速将各类教学资源有序归纳和融合,其中,课程资源的有效快速关联是亟待解决的问题之一。本文给出一种面向课程资源关联整合的知识图谱模型,并提出一种将课程资源智能链接到知识图谱实体的方法。实验表明,该方法可使教师较快捷地实现基于课程知识点的知识图谱构建,并可将其余教学资源关联到知识图谱中,有效降低教师整合教学资源的复杂度。 As Internet education continues to develop in depth,course resources now encompass online videos and audios,traditional course outlines,courseware,and test questions,among others.One crucial aspect of curriculum construction involves the integration of these resources based on a knowledge graph.This integration facilitates a quick and orderly summation and amalgamation of diverse teaching materials for educators.The prompt connection of these resources is a pressing issue that needs resolution.A model for a curriculum knowledge graph has been defined to associate and integrate these resources.Furthermore,a method has been proposed for intelligently linking the resources to the relevant course knowledge points within the curriculum knowledge graph.This method enables educators to rapidly construct a curriculum knowledge graph and effectively associate teaching materials with it,thereby reducing the complexity of resource integration for teachers.
作者 陈欣 亓华芳 周同 温彦 张峰 CHEN Xin;QI Huafang;ZHOU Tong;WEN Yan;ZHANG Feng(School of Computer Science and Engineering,Shandong University of Science and Technology,Qingdao 266590,China;School of Civil Engineering and Architecture,Shandong University of Science and Technology,Qingdao 266590,China)
出处 《北方工业大学学报》 2024年第2期119-126,共8页 Journal of North China University of Technology
基金 教育部人文社会科学研究规划基金项目(23YJAZH192) 全国煤炭行业高等教育教学改革研究课题项目(2021MXJG105) 山东科技大学教育教学研究“群星计划”项目(QX2022M23,QX2023M20) 山东科技大学教学名师培育计划项目(MS20211105)
关键词 知识图谱 大语言模型 提示工程 knowledge graph large language model prompt engineering
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