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Metadata quality in learning object repositories: a case study

机译:学习对象存储库中的元数据质量:一个案例研究

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Purpose - This paper aims to address the issue of poor quality of metadata records describing educational content in Learning Object Repositories (LORs). Through this, it aims to improve the discoverability of learning objects in such LORs through a structured process that supports metadata creation. Design/methodology/approach - This paper presents a proposed metadata quality assessment certification process for LORs. The process was designed as a generic approach that may be customized to fit various application domains. Findings - Initial results from the application of the process in the context of a specific LOR report an improvement of the quality of about 11,000 metadata records. More specifically, metadata completeness for all metadata elements used in the repository under examination was significantly improved from 30 percent to 85 percent. Research limitations/implications - The main limitation of the findings is that they come from the application of the proposed process on a relatively small repository, which does not allow safe generalizations without further experimental study in bigger ones where resources and requirements scale up. Practical implications - This paper addresses implications for the development of a repository in the educational domain, identifying issues related to the metadata application profile, the support to domain experts and the mechanisms that may be put in place to support metadata creation. Originality/value - The value and also the originality of the approach presented lies within the fact the proposed approach quantifies issues related to metadata creation and management by studying actions and perceptions of stakeholders who are involved in the repository lifecycle.
机译:目的-本文旨在解决描述学习对象存储库(LOR)中的教育内容的元数据记录质量差的问题。通过此目的,它旨在通过支持元数据创建的结构化过程来提高此类LOR中学习对象的可发现性。设计/方法/方法-本文介绍了针对LOR的提议的元数据质量评估认证过程。该过程被设计为一种通用方法,可以对其进行自定义以适合各种应用程序域。调查结果-在特定的LOR的情况下,该流程的应用产生的初步结果表明,该方法改善了约11,000个元数据记录的质量。更具体地说,在检查中的存储库中使用的所有元数据元素的元数据完整性从30%显着提高到85%。研究的局限性/意义-研究结果的主要局限性在于它们来自在相对较小的存储库中应用建议的过程,如果没有在资源和需求扩大的大型实验中进行进一步的实验研究,就无法进行安全的概括。实际意义-本文探讨了对教育领域知识库的发展的意义,确定了与元数据应用程序配置文件有关的问题,对领域专家的支持以及为支持元数据创建而可能采用的机制。创意/价值-提出的方法的价值以及创意都在于以下事实:提议的方法通过研究与存储库生命周期有关的利益相关者的行为和看法来量化与元数据创建和管理有关的问题。

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