Enhancing e-learning system to support learning style based personalization

K. A. Laksitowening, Amarilis Putri Yanuarifiani, Yanuar Firdaus Arie Wibowo
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引用次数: 11

Abstract

The implementation of e-learning challenges lecturers to optimize the learning process of every student. Every student is unique and has different needs related to appropriate learning methodologies. Therefore, students need personal treatment according to their individual learning styles. It is necessary that e-learning system to be enhanced with personalization features. Personalization allows adjustments to the learning environment based on learning styles. With personalization, students are offered learning materials that are tailored to their learning style. This research proposed enhancement on e-learning system that accommodates personalization based on Felder-Silverman Learning Style Model. A student's learning style determine the order of learning materials that are presented to him. This research utilized ontology in modeling objects and relation that are required in the proposed e-learning system.
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加强电子学习系统,支持基于学习方式的个性化
电子学习的实施对教师优化每个学生的学习过程提出了挑战。每个学生都是独特的,对适当的学习方法有不同的需求。因此,学生需要根据他们个人的学习方式进行个性化的治疗。电子学习系统有必要增强个性化功能。个性化允许根据学习风格调整学习环境。通过个性化,为学生提供适合他们学习风格的学习材料。本研究提出了基于Felder-Silverman学习风格模型的个性化电子学习系统改进方案。学生的学习风格决定了呈现给他的学习材料的顺序。本研究利用本体对所提出的电子学习系统所需的对象和关系进行建模。
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