基于知识图谱分析技术的课程思政现状研究

Research on the Current Situation of Curriculum Ideological and Political Based on Knowledge Graph Analysis Technology

针对课程思政研究现状,本文基于中国知网数据库2017—2022年之间的相关文献,对文献发表数量、作者单位、关键词、论文专题进行分析,利用知识图谱分析技术构建了基于对数似然比(Log Likelihood Ratio,LLR)算法的关键词聚类图谱。结果显示:6年间与课程思政研究相关的文献有25944篇,并呈快速增长趋势,表明课程思政研究已逐渐成为教学研究热点,但是核心期刊文献数量仅占全部文献数量的4.30%,表明课程思政研究水平偏低;不同层次高校的课程思政研究水平差距较大,985和211高校核心期刊发文量占比明显高于其他类型院校;课程思政研究的第一阶段主要针对方法探索,第二阶段主要针对课程实践,随着时间推移,研究关键词变得越来越分散;语言类、医学类、教育类、工科类课程思政研究的热度和质量最高,建筑学科与工程等4个专题的研究热度高但质量不高,自然地理与测绘学等4个专题的研究热度不高但研究质量较高。

In response to the current status of ideological and political research in courses,this paper analyzes the number of publications,author’s place of work,keywords,and paper topics based on relevant literature from the China National Knowledge Infrastructure database from 2017 to 2022.Using knowledge graph analysis technology,a keyword clustering graph based on the Log Likelihood Ratio(LLR)algorithm is constructed.The results showed that there were 25944 papers related to the study of curriculum ideology and politics over the past 6 years,showing a rapid growth trend,indicating that curriculum ideology and politics research has gradually become a hot topic in teaching research.However,the number of core journal articles only accounts for 4.30%of the total number of literature,indicating that the level of curriculum ideology and politics research is relatively low.There is a significant gap in the level of ideological and political research in different levels of universities,with the proportion of core journals published in“985”and“211”universities being significantly higher than other types of universities.The first stage of curriculum ideological and political research mainly focuses on method exploration,while the second stage mainly focuses on curriculum practice.The research keywords become increasingly scattered over time.The research on ideological and political education in language,medicine,education,and engineering courses has the highest popularity and quality.The research on four topics,namely architecture and engineering,has a high popularity but low quality.The research on four topics,namely natural geography and surveying,has a low popularity but high quality.