CHEST: An Application to Support Teachers in the Use of Linked Open Data for Ubiquitous Learning

IF 7.4 3区 教育学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Pablo García-Zarza;Guillermo Vega-Gorgojo;Miguel L. Bote-Lorenzo;Vanesa Gallego-Lema;Juan I. Asensio-Pérez;Eduardo Gómez-Sánchez
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Abstract

Ubiquitous learning (u-learning) leverages educational technologies to help students learn anywhere and anytime across multiple physical and virtual spaces. However, u-learning applications face a challenging tradeoff: Should they provide a predefined set of u-learning resources, thus saving time for teachers, but limiting their applicability to a wider range of u-learning situations? Or should they allow teachers to create their own u-learning resources, improving flexibility, but requiring a nonnegligible effort from teachers that typically ends up in learning resources that cannot be reused by other teachers or by other u-learning applications? Cultural Heritage Educational Semantic Tool (CHEST), the application presented in this article, addresses this tradeoff proposing the use (and reuse) of Linked Open Data (LOD) to support teachers in designing u-learning situations in the cultural heritage domain. CHEST hides the complexity of LOD to teachers, thus reducing the effort in creating u-learning situations, while, at the same time, taking advantage of its reusable nature. CHEST allows teachers to create and reuse three types of learning resources in the form of LOD: spatial things, learning tasks, and itineraries (which group the other two types of resources). This article elicits the requirements considered for the development of CHEST, describes its architecture, and presents the results of an evaluation study carried out with a CHEST prototype in the context of a university course involving two teachers and 14 students. The evaluation examines how CHEST supports teachers in the creation and reuse of u-learning resources based on LOD, paying attention to the balance between flexibility and required effort, while it also showcases how CHEST supports the enactment of u-learning situations in an authentic educational context. The study provides valuable insights into the applicability and effectiveness of CHEST within a specific educational context.
CHEST:支持教师使用关联开放数据进行泛在学习的应用程序
泛在学习(u-learning)利用教育技术帮助学生在多个物理和虚拟空间随时随地学习。然而,u-learning应用程序面临着一个具有挑战性的权衡:它们是否应该提供一组预定义的u-learning资源,从而为教师节省时间,但限制它们在更广泛的u-learning情况下的适用性?还是应该允许教师创建自己的u-learning资源,提高灵活性,但需要教师付出不可忽视的努力,而这些努力通常最终会导致学习资源无法被其他教师或其他u-learning应用程序重用?本文中介绍的文化遗产教育语义工具(CHEST)解决了这一权衡,提出使用(和重用)关联开放数据(LOD)来支持教师在文化遗产领域设计u-learning情境。CHEST向教师隐藏了LOD的复杂性,从而减少了创建u-learning情境的工作量,同时利用了其可重用的特性。CHEST允许教师以LOD的形式创建和重用三种类型的学习资源:空间事物、学习任务和行程(将其他两种类型的资源分组)。本文引出了开发CHEST所考虑的需求,描述了它的体系结构,并展示了在涉及两名教师和14名学生的大学课程背景下使用CHEST原型进行的评估研究的结果。评估考察了基于LOD的CHEST如何支持教师创建和重用u-learning资源,关注灵活性和所需努力之间的平衡,同时也展示了CHEST如何支持在真实的教育环境中制定u-learning情境。该研究对CHEST在特定教育环境中的适用性和有效性提供了有价值的见解。
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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来源期刊
IEEE Transactions on Learning Technologies
IEEE Transactions on Learning Technologies COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
7.50
自引率
5.40%
发文量
82
审稿时长
>12 weeks
期刊介绍: The IEEE Transactions on Learning Technologies covers all advances in learning technologies and their applications, including but not limited to the following topics: innovative online learning systems; intelligent tutors; educational games; simulation systems for education and training; collaborative learning tools; learning with mobile devices; wearable devices and interfaces for learning; personalized and adaptive learning systems; tools for formative and summative assessment; tools for learning analytics and educational data mining; ontologies for learning systems; standards and web services that support learning; authoring tools for learning materials; computer support for peer tutoring; learning via computer-mediated inquiry, field, and lab work; social learning techniques; social networks and infrastructures for learning and knowledge sharing; and creation and management of learning objects.
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