首页> 外文期刊>Journal of Emerging Technologies in Web Intelligence >TANGRAM for Personalized Learning Using the Semantic Web Technologies
【24h】

TANGRAM for Personalized Learning Using the Semantic Web Technologies

机译:使用语义网技术进行个性化学习的TANGRAM

获取原文
       

摘要

—Motivated with the goal to provide dynamic assembly and personalization of learning content parts, we propose an ontology-based solution implemented as an integrated learning environment called TANGRAM. TANGRAM relies on two ontologies for representing learning object (LO) content structure and LO content type (i.e. pedagogical role). LO content described by those two ontologies is further annotated with concepts of a domain ontology, while a learning paths ontology is used to specify pedagogical relations (e.g. prerequisites) among domain concepts. A user model ontology is defined to represent relevant information about TANGRAM’s users. The paper presents the employed ontologies, in the context of user modeling and personalization. Furthermore, it describes the algorithm we defined to dynamically assemble content units into learning content personalized to the user’s domain knowledge, preferences, and learning styles. We also discuss our experiences with dynamic content generation and summarize results of the conducted evaluation study. Although TAGRAM is a general-purpose learning environment, in this paper, we analyze it in the domain of intelligent information systems.
机译:—为了提供学习内容部分的动态组装和个性化的目标,我们提出了一种基于本体的解决方案,该解决方案被实现为称为TANGRAM的集成学习环境。 TANGRAM依靠两种本体来表示学习对象(LO)的内容结构和LO内容类型(即教学角色)。用这两种本体描述的LO内容进一步用领域本体的概念注释,而学习路径本体用于指定领域概念之间的教学关系(例如前提)。定义了一个用户模型本体,以表示有关TANGRAM用户的相关信息。本文在用户建模和个性化的背景下介绍了所采用的本体。此外,它描述了我们定义的算法,该算法可将内容单元动态地组合成根据用户的领域知识,偏好和学习风格个性化的学习内容。我们还将讨论我们在动态内容生成方面的经验,并总结进行的评估研究的结果。尽管TAGRAM是一种通用的学习环境,但在本文中,我们将在智能信息系统领域对其进行分析。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号