Learning styles and cognitive traits - Their relationship and its benefits in web-based educational systems

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题名:	Learning styles and cognitive traits - Their relationship and its benefits in web-based educational systems
作者:	Graf,S;Liu,TC;Kinshuk;Chen,NS;Yang,SJH
贡献者:	學習與教學研究所
关键词:	WORKING MEMORY;ADULT AGE;HYPERMEDIA;STRATEGIES;CAPACITY
日期:	2009
上传时间:	2010-06-29 18:28:59 (UTC+8)
出版者:	中央大學
摘要:	Different learners have different needs; they differ, for example, in their learning goals, their prior knowledge, their learning styles, and their cognitive abilities. Adaptive web-based educational systems aim to cater individual learners by customizing courses to suit their needs. In this paper, we investigate the benefits of incorporating learning styles and cognitive traits in web-based educational systems. Adaptivity aspects based on cognitive traits and learning styles enrich each other, enabling systems to provide learners with courses which fit their needs more accurately. Furthermore, consideration of learning styles and cognitive traits can contribute to more accurate student modelling. In this paper, the relationship between learning styles, in particular the Felder-Silverman learning style model (FSLSM), and working memory capacity. a cognitive trait, is investigated. For adaptive educational systems that consider either only learning styles or only cognitive traits, the additional information can be used to provide more holistic adaptivity. For systems that already incorporate both learning styles and cognitive traits, the relationship can be used to improve the detection process of both by including the additional information of learning style into the detection process of cognitive traits and vice versa. This leads to a more reliable student model. (C) 2009 Elsevier Ltd. All rights reserved.
關聯:	COMPUTERS IN HUMAN BEHAVIOR
显示于类别:	[學習與教學研究所 ] 期刊論文

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