摘要
知识图谱已经在知识表示和管理方面进行了创新,广泛应用于智能搜索和问答等领域,但在教育教学领域的应用相对较少。基于知识图谱和自然语言处理技术,梳理课程教学计划的主要组成要素,从人才培养方案和课程教学计划中抽取课程实体、属性和关系等信息,设计了数据科学与大数据技术专业课程体系本体模型,实现了数据科学与大数据技术专业课程体系知识图谱的构建。
Knowledge graph has been innovated in knowledge representation and management,and is widely used in fields such as intelligent search and question answering,but it has relatively few applications in the field of education and teaching.Based on knowledge graph and natural language processing technology,the main components of the course teaching plan are sorted out,the information such as course entities,attributes and relationships are extracted from the talent training scheme and the course teaching plan,and the ontology model of the data science and big data technology professional course system is designed,which realizes the construction of the knowledge graph of the data science and big data technology professional course system.
作者
王梓铭
肖大薇
刘亚楠
WANG Zi-ming;XIAO Da-wei;LIU Ya-nan(Dalian University of Technology,Dalian 116600,Liaoning)
出处
《电脑与电信》
2024年第1期32-34,71,共4页
Computer & Telecommunication
基金
大连理工大学城市学院2023年度教育教学研究基金“新时代应用型本科院校优质课程建设模式探究”,项目编号:JXYJ2023017。
