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Enhancing Learners’ Experience Through Extending Learning Systems

机译:通过扩展学习系统增强学习者的经验

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摘要

The use of learning management systems (LMSs) for learning and knowledge sharing has accelerated quickly both in education and corporate worlds. Despite the benefits brought by LMSs, the current systems still face significant challenges, including the lack of automation in generating quiz questions and managing courses. Over the past decade, more attention has been accorded to analyzing the rich learning data captured by the systems and developing tools that support contemporary learning modes. This article considers a popular LMS, Moodle, and showcases four innovative projects that aim to extend the system's capabilities and address the abovementioned problems: 1) the Quiz Making Language markup system; 2) an approach to learning analytics using ad-hoc reports and artificial intelligence enabled visualization; 3) automating course administration tasks; and 4) a 4-in-1 learning application for flipped learning. These projects target all main users of the system, including instructors, learners, and administrators. It is illustrated from this study that the innovative use of web technologies and learning analytics has great potentials in improving LMS user productivity, and supporting and informing learning.
机译:学习管理系统(LMSS)用于学习和知识共享的使用迅速加速了教育和企业世界。尽管LMSS带来的好处,但目前的系统仍面临着重大挑战,包括在生成测验问题和管理课程时缺乏自动化。在过去的十年中,据称,备受更多的关注来分析系统和开发支持当代学习模式的系统和开发工具的丰富学习数据。本文认为流行的LMS,Moodle,并展示了四个创新项目,该项目旨在扩展系统的能力并解决上述问题:1)测验制作语言标记系统; 2)使用ad-hoc报告和人工智能启用可视化学习分析的方法; 3)自动化课程管理任务; 4)一个4合1用于翻转学习的学习申请。这些项目针对系统的所有主用户,包括教师,学习者和管理员。从这项研究中说明了网络技术和学习分析的创新利用具有巨大潜力,提高了LMS用户的生产力,以及支持和通知学习。

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