文章基本信息

标题：Personalization and Contextualization of Learning Experiences based on Semantics
其他标题：Personalization and Contextualization of Learning Experiences based on Semantics
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作者：Nicola Capuano ; Giuseppina Rita Mangione ; Anna Pierri 等
期刊名称：International Journal of Emerging Technologies in Learning (iJET)
印刷版ISSN：1863-0383
出版年度：2014
卷号：9
期号：7
页码：5-14
语种：English
出版社：Kassel University Press
摘要：Context-aware e-learning is an educational model that foresees the selection of learning resources to make the e-learning content more relevant and suitable for the learner in his/her situation. The purpose of this paper is to demonstrate that an ontological approach can be used to define leaning contexts and to allow contextualizing learning experiences finding out relevant topics for each context. To do that, we defined a context model able to formally describe a learning context, an ontology-based model enabling the representation of a teaching domain (including context information) and a methodology to generate personalized and context-aware learning experiences starting from them. Based on these theoretical components we improved an existing system for personalized e-learning with contextualisation features and experimented it with real users in two University courses. The results obtained from this experimentation have been compared with those achieved by similar systems.
关键词：adaptive learning systems; learning context; knowledge representation; learning design