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知识图谱在课程改革中的应用研究:路径、挑战与展望

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知识图谱是一种通过节点和边来表示知识之间关系的图形化表示方法,随着信息技术的发展,在教育领域得到了广泛应用.知识图谱在课程改革中的应用路径,包括课程内容结构化与可视化、个性化学习路径规划、教学资源整合与推荐,以及学情分析和精准教学等方面.知识图谱在构建与维护过程中面临的挑战,如复杂性、自然语言处理的歧义问题和知识推理的局限性,未来面对技术的融合与创新,知识图谱技术将会给教育领域带来前所未有的创新与突破.同时,知识图谱在其他行业也会发挥重要作用.
On the Application of Knowledge Graphs in Curriculum Reform:Pathways Challenges and Prospects
Knowledge graphs,a type of graphical representation that illustrates the relationships among knowledge elements through nodes and edges,have been widely used in education as a result of the development of information technology.The application pathways of knowledge graphs in curriculum reform include the structuring and visualization of curriculum content,planning of personalized learning paths,integration and recommendation of teaching resources,and student performance analysis and targeted teaching.Knowledge graphs face challenges in their construction and maintenance,such as complexity,ambiguity in natural language processing,and the limitations of knowledge reasoning.With the integration and innovation of technology in the future,knowledge graph technology will bring unprecedented innovation and breakthroughs to the field of education.An they are expected to play a significant role in other industries.

knowledge graphcurriculum reformpersonalized learningintegration of teaching resourcetechnology convergence

辛悦照

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青岛远洋船员职业学院,青岛 266400

知识图谱 课程改革 个性化学习 教学资源整合 技术融合

2025

西部学刊

西部学刊

影响因子:0.132
ISSN:
年,卷(期):2025.(2)