计算机系统类课程群概念图自动构建研究  

Research on Auto-construction of the Concept Network for Curriculum Groups of Computer System

作　　者：刘德喜[1] 陈雨婕 刘宇星 狄国强[1] 邱宝林 廖国琼[1] LIU De-xi;CHEN Yu-jie;LIU Yu-xing;DI Guo-qiang;QIU Bao-lin;LIAO Guo-qiong(School of Information Management,Jiangxi University of Finance&Economics,Nanchang 330013,China)

机构地区：[1]江西财经大学信息管理学院,江西南昌330013

出　　处：《软件导刊》2023年第6期13-19,共7页Software Guide

基　　金：第十二批江西省研究生优质课程和案例建设项目(2022)。

摘　　要：针对系统能力培养与改革目标,提出通过自动分析的方法构建课程群概念图CNet,从系统观出发,为教学方法和教学模式等改革与创新提供支撑。以计算机系统类课程群为例,借用自然语言处理技术完成对CNet的构建,并阐述该概念图在教与学中的应用,能够较好地展示课程群中的核心术语以及不同课程中知识点的互联关系,所使用的课程群概念图构建方法对于不同专业某门课程或者整个课程群有良好的适应性。Aiming at the goal of system ability cultivating and reform,propose to construct a concept network of curriculum groups by means of automatic analysis.From systems perspective,concept network provides a support for the reform and innovation of education methods and teaching models.Taking the curriculum of computer systems as an example,concept network is constructed by natural language processing,and the application of concept network in teaching and learning is elaborated,which can better show the key concepts in the curriculum and the interconnection of concept points in different courses.The method of constructing concept network has good adaptability to a course or the whole curriculum of different majors.

关 键 词：系统能力 课程群 知识图谱 术语抽取 定义提取 深度学习 

分 类 号：G642[文化科学—高等教育学]