计算机科学 ›› 2009, Vol. 36 ›› Issue (12): 124-128.

• 软件工程与数据库技术 • 上一篇    下一篇

基于知识点本体的个性化课程组织方法

朱郑州,吴开贵,吴中福,陈乙雄,高旻   

  1. (北京大学信息科学技术学院 北京100871);(重庆大学计算机学院 重庆400044)
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受国家“十一五”重大科技攻关项目(2006BAH02A24-6),国家发改委科学研究计划项目(CNGI-04-15-3A)和重庆市高等教育教学改革重大项目(0616001)资助。

Personalized Curriculum Origanization Method Based on Knowledge Topic Ontology

ZHU Zheng-zhou,WU Kai-gui,WU Zhong-fu,CHEN Yi-xiong,GAO Min   

  • Online:2018-11-16 Published:2018-11-16

摘要: 基于本体技术和知识管理理论,提出了组织知识的J层结构和使用知识的4层结构。设计开发了知识点本体、学习者本体和学习策略本体,并基于这3个本体查找、选择合适的知识点,生成个性化课程推荐给学习者。实验结果表明:学习者使用该方法自动生成的个性化课程,能够提高自身的学习积极性,用户满意度达到84%以上。

关键词: 知识点本体,个性化课程,知识管理,智能教学系统

Abstract: Based on ontology and knowledge management theories, a 5-level knowledge organization architecture and a 4-level knowledge usage architecture were proposed. Knowledge topic ontology, student ontology and e-Learning policy ontology were designed. Personalized curriculum were recommended to students according to the 3 ontologics. The test results show that this method can recommend knowledge topic, improve students' positivity, and the students' user satisfaction is up to 84%.

Key words: Knowledge topic ontology, Personalized curriculum, Knowledge management, Intelligent teaching system

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