基于知识图谱的智能化装备教学模式研究
Research on Intelligent Equipment Teaching Mode Based on Knowledge Graph
摘要: 随着装备知识的爆炸式增长,其分散性、表达形式的差异性也愈发明显且缺乏关联性,还存在大量冗余,阻碍教学效果的提升。本研究对知识图谱的智能化装备教学模式进行了探讨:首先分析传统装备教学中的不足;然后阐述知识图谱的特点及发展态势,并从装备知识图谱的构建、教学策略的制定、教学评价体系的设计等方面,论述知识图谱在装备教学中的应用;最后指出知识图谱在装备教学中需要解决的难题,希望能够为装备的智能化教学发展提供思考与借鉴。
Abstract: With the explosive growth of equipment knowledge, its dispersion and the differences in expression forms have become increasingly obvious and lack relevance. There is also a large amount of redundancy, which hinders the improvement of teaching effectiveness. This study explores the intelligent equipment teaching model of knowledge graphs: Firstly, it analyzes the deficiencies in traditional equipment teaching; Then, elaborate on the characteristics and development trends of knowledge graphs, and discuss the application of knowledge graphs in equipment teaching from aspects such as the construction of equipment knowledge graphs, the formulation of teaching strategies, and the design of teaching evaluation systems. Finally, the problems that need to be solved in the application of knowledge graphs in equipment teaching are pointed out, hoping to provide thoughts and references for the intelligent teaching development of equipment.
参考文献
|
[1]
|
冯筠, 刘星雨, 栗凯旋, 等. 课程知识图谱自动构建综述[J]. 计算机技术与发展, 2025, 35(1): 1-11.
|
|
[2]
|
王海涛, 赵凯, 张鹏, 等. 基于深度学习的装备维修辅助知识图谱构建方法[J]. 兵器装备工程学报, 2024, 45(S2): 94-101.
|
|
[3]
|
王改利. AI赋能下知识图谱在药理学教学中的构建及应用[J]. 微型计算机, 2025(9): 202-204.
|
|
[4]
|
曾露, 李其娜. 知识图谱赋能信息化教学创新[J]. 现代信息科技, 2021, 5(7): 196-198.
|
|
[5]
|
邢萌, 杨朝红, 毕建权. 军事领域知识图谱的构建及应用[J]. 指挥控制与仿真, 2020, 42(4): 1-7.
|
|
[6]
|
蒋禹飞, 唐烨伟, 孙宏志. 基于学科知识图谱的智慧课堂教学问题设计方法及举隅[J]. 天津市教科院学报, 2021(3): 71-76.
|
|
[7]
|
彭京徽, 汪振, 李越, 等. 装备领域多模态知识图谱技术研究[J]. 兵器装备工程学报, 2022, 43(11): 136-140+153.
|
|
[8]
|
吴钦, 孙慧贤, 王文娟, 等. 装备技术保障类课程知识图谱构建与实践[J]. 教育进展, 2024, 14(12): 918-923.
|
|
[9]
|
辛悦照. 知识图谱在课程改革中的应用研究: 路径, 挑战与展望[J]. 西部学刊, 2025(2): 130-133.
|
|
[10]
|
Cai, C., Jiang, Z., Wu, H., Wang, J., Liu, J. and Song, L. (2024) Research on Knowledge Graph-Driven Equipment Fault Diagnosis Method for Intelligent Manufacturing. The International Journal of Advanced Manufacturing Technology, 130, 4649-4662. [Google Scholar] [CrossRef]
|
|
[11]
|
彭文晴. 数字化背景下基于知识图谱的课程混合式教学模式创新研究[J]. 华章, 2025(6): 135-137.
|