|
《数字电子技术》课程知识图谱的构建研究
|
Abstract:
在国家深化实施教育数字化战略行动,使得大规模个性化教育成为可能。而知识图谱作为人工智能新技术的知识表达形式,在智慧教育领域发挥越来越重要的作用。为此,在知识图谱的内涵研究基础上,分析了知识图谱的理论基础,构建了立体知识图谱模型,并将其应用于高等教育工科院校必修的一门重要的专业基础课程——《数字电子技术》,构建了课程的能力图谱–目标图谱–问题图谱–知识图谱的立体知识图谱,以期为学生的个性化学习提供指导。
With the deepening implementation of the national digital education strategy, large-scale personalized education has become possible. As a new form of knowledge representation in artificial intelligence, knowledge graphs are playing an increasingly important role in the field of smart education. Therefore, based on the research of the connotation of knowledge graphs, this paper analyzes the theoretical basis of knowledge graphs, constructs a three-dimensional knowledge graph model, and applies it to an important professional basic course—“Digital Electronic Technology”—which is a compulsory course for engineering colleges in higher education, to build a three-dimensional knowledge graph of the course’s ability graph-goal graph-problem graph-knowledge graph, in order to provide guidance for students’ personalized learning.
[1] | 国务院. 国务院关于印发新一代人工智能发展规划的通知[EB/OL]. https://www.gov.cn/zhengce/zhengceku/2017-07/20/content_5211996.htm, 2017-07-20. |
[2] | 教育部等六部门印发意见部署教育新型基础设施建设[EB/OL]. https://www.gov.cn/xinwen/2021-07/22/content_5626540.htm, 2021-07-08. |
[3] | 怀进鹏. 数字变革与教育未来[EB/OL]. http://www.moe.gov.cn, 2025-03-31. |
[4] | 李振等. 教育知识图谱的概念模型与构建方法研究[J]. 电化教育研究, 2019(8): 78-79. |
[5] | 司马贺. 人类的认知——思维的信息加工理论[M]. 北京: 科学出版社, 1986: 185-188. |
[6] | 刘凤娟, 等. 基于知识图谱的个性化学习模型与支持机制研究[J]. 中国电化教育, 2022(5): 75-90. |
[7] | 赵宇博, 等. 个性化学习中学科知识图谱构建与应用综述[J]. 计算机工程与应用, 2023(10): 1-21. |