Integrating Product Line and Learning Style Approaches to Enforce Reusability and Personalization of Learning Objects

A. E. Labib, J. Canós, M. Penadés
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引用次数: 3

Abstract

The growing use of information technologies in the educational cycles has raised new requirements for the development of Personalized Learning Materials in terms of content reuse, customization, ease of creation and efficiency of production. In practical terms, the goal is the development of tools for creating reusable, granular, durable, and interoperable Learning Objects (LO), and to compose such objects into meaningful courseware pieces. Several LO development tools require special technical skills in the instructors to exploit reuse and customization features. In addition, the absence of study of the learner's characteristics in the LO authoring process leads sometimes to produce learning materials that don't meet learners' needs and preferences. In this paper, we explore a new way to reuse and personalization based on two principles. First, we have applied product linebased document engineering tools to create the so-called Learning Object Authoring Tool (LOAT), which supports the development and the personalization of learning materials following the Cisco's Reusable Information Object strategy. And second, we used ontologies to provide instructors with extensive knowledge about the learner's characteristics and recommends materials that fits Learners' learning style to increase reuse of learning content.
整合产品线和学习风格的方法来加强学习对象的可重用性和个性化
在教育周期中越来越多地使用信息技术,对个性化学习材料的开发在内容重用、定制、易于创建和生产效率方面提出了新的要求。在实践中,目标是开发用于创建可重用的、粒度的、持久的和可互操作的学习对象(LO)的工具,并将这些对象组合成有意义的课件片段。一些LO开发工具需要教师具备特殊的技术技能来利用重用和定制特性。此外,在LO编写过程中,由于缺乏对学习者特征的研究,有时会产生不符合学习者需求和偏好的学习材料。在本文中,我们基于两个原则探索了一种新的复用和个性化方法。首先,我们应用了基于产品线的文档工程工具来创建所谓的学习对象创作工具(LOAT),它支持按照Cisco的可重用信息对象策略开发和个性化学习材料。其次,我们使用本体为教师提供关于学习者特征的广泛知识,并推荐适合学习者学习风格的材料,以增加学习内容的重用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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