融合学习风格的自适应教育超媒体系统:模型与实验

D. Samia, A. Abdelkrim
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引用次数: 16

摘要

在过去的十年中,许多自适应超媒体学习系统已经被开发出来。然而,这些系统中的大多数都是根据学生的先验知识来定制演示内容和导航支持。另一方面,先前的研究表明,学习风格显著影响学生的学习,因为他们是指学习者如何处理和组织信息。为此,本文提出了一种将学习风格融入自适应电子学习超媒体的方法。主要目标是开发一个基于学习风格的自适应电子学习超媒体系统(LS-AEHS),并评估个性化教材适应学生学习风格的效果。在这项工作中,我们的主要目标是采用DAVID KOLB模型背景下的体验学习理论,通过这种学习风格模型来定义适应规则,从而使学习内容和导航适应KOLB模型中的每种学习风格。为了实现主要目标,进行了案例研究。本文设计了一项实验评估,以评估学习材料与学习风格匹配的新方法及其对学生学习成绩的影响。研究结果支持使用学习风格作为适应自适应电子学习超媒体系统的指导方针。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An adaptive educationnal hypermedia system integrating learning styles: Model and experiment
In the past decade, a number of adaptive hypermedia learning systems have been developed. However, most of these systems tailor presentation content and navigational support solely according to students' prior knowledge. On the other hand, previous research suggested that learning styles significantly affect student learning because they refer to how learners process and organize information. To this end, this paper presents an approach to integrate learning styles into adaptive e-learning hypermedia. The main objectives were to develop a Learning Style based Adaptive E-learning Hypermedia System (LS-AEHS) and assess the effect of adapting educational materials individualized to the student's learning style. In this work, our main goal aims to adopting the theory of experiential learning in the context of the DAVID KOLB's model to pass of this learning style model to define the adaptation rules in order to adapt the learning content and the navigation to each learning style in KOLB model. To achieve the main objectives, a case study was developed. An experimental evaluation was designed to evaluate the new approach of matching learning materials with learning styles and their influence on student's learning achievement. The findings support the use of learning styles as guideline for adaptation into the adaptive e-learning hypermedia systems.
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