一个系统的文献审查知识图表的构建和应用在教育中的教育
Bilal Abu-Salih1, Salihah Alotaibi2
1King Abdullah II School of Information Technology, The University of Jordan, Amman, Jordan.
Heliyon
|February 8, 2024
概括
知识图 (KG) 正在通过增强个性化学习和课程设计来改变教育. 本综述分析了KG的构建方法和应用,确定了教育技术的未来研究方向.
科学领域:
- 教育技术的教育技术
- 计算机科学 计算机科学
- 信息科学 信息科学 信息科学
背景情况:
- 在现代教育中,不断追求改进的教学方法和丰富的学习经验.
- 知识图 (KG) 已成为教育领域的重大技术创新.
- 基因组在个性化学习,课程设计,概念映射和教育内容推方面的作用越来越得到认可.
研究的目的:
- 对知识图 (KG) 构建方法及其在教育中的应用进行系统文献审查 (SLR).
- 在五个关键教育领域全面检查KG功能,知识提取技术,知识库特征,资源需求,评估标准和限制.
主要方法:
- 系统性文献审查 (SLR) 方法.
- 在教育背景下分析KG建筑方法和应用.
- 识别和分类KG功能和相关技术.
主要成果:
- 智能化工具是个性化学习,课程设计,概念映射和推系统的不可或缺的一部分.
- 详细检查各种KG建设方法,知识提取技术和资源考虑.
- 确定了当前教育领域的KG应用的评估标准和局限性.
结论:
- 知识图为革命教育实践和增强学习体验提供了巨大的潜力.
- 该审查强调了当前最先进的方法,并确定了关键的研究差距.
- 教育领域的KG未来的进步需要解决已知的局限性,并探索新的研究途径.
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