基于云技术的开放学习优化:个性化电子学习的案例研究实现

N. Selviandro, M. Suryani, Z. Hasibuan
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引用次数: 25

摘要

印度尼西亚是一个发展中国家,它开始在教育中利用信息技术。其实现的一种形式是使用电子学习。然而,在实践中仍存在一些障碍,如学习资源分布不均匀,提供的服务有限,合格的教育工作者资源集中在特定领域。这导致了教育过程的差异,以及由于任何教育机构拥有的ICT基础设施的差异而导致的技术差距的出现。因此,本研究提出一种基于云的开放式学习架构来解决这些问题。使用“开放学习”一词是为了鼓励印度尼西亚开放教育资源(IOER)概念的发展,以及云计算概念的采用。本研究通过分析、设计、实现、测试和评估几个阶段的研究。提出的体系结构设计包括六个层次:(1)基础设施,(2)平台,(3)应用程序,(4)服务,(5)访问,(6)用户。作为该体系结构实施的结果是印度尼西亚虚拟开放学习系统(iVOLS)的原型。在实验中,个性化电子学习作为一种服务运行,需要大型存储和其他共享设施来执行程序,以便系统可以为不同的学习者提供不同的学习材料。云环境下个性化电子学习的成功在于学习者的学习表现达到了最佳,并表现在学习者的评价分数上。基于测试和评估的结果表明,基于云的开放学习的可用性进一步满足了用户的需求。简单的基础设施服务、只有一个阶段的应用程序服务以及更广泛的数据可用性和资源共享都表明了这一点。在可访问性方面,基于云的开放学习为用户提供了方便的访问。在经济性方面,评估结果表明,从用户角度来看,基于云的开放学习的投资效率为35.61%,投资回报率(ROI)增加60.95%,收益(NPV)增加81.97%。而从提供商的角度来看,基于云的开放学习的投资效率为200%,投资回报率(Rol)增加220.4%,收益(NPV)增加109.55%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Open learning optimization based on cloud technology: Case study implementation in personalization e-learning
Indonesia is a developing country that began to utilize information technology in education. A form of its implementation is the use of e-learning. However, in practice there are still some obstacles, such as learning resources are not evenly distributed, limited access to services provided, qualified educators resources are concentrated in specific areas. This led to the emergence of disparities educational process, and technology gap due to differences in ICT infrastructure owned by any educational institution. Therefore this study propose an architecture of cloud-based open learning to solve these problems. The term open learning is used in order to encouraging the development of the concept of Indonesia Open Educational Resources (IOER) and as well as the adoption of concept of cloud computing. This research through several phases of research including analysis, design, implementation, testing and evaluation. The design of the proposed architecture consists of six layers: (1) Infrastructure, (2) Platform, (3) Application, (4) Service, (5) Access, (6) User. As a results of the implementation from this architecture is a prototype of Indonesia - Virtual Open Learning System (iVOLS). In experiment, personalization e-learning runs as a service that need large storage and other shared facilities to conduct the program so the system can delivered different learning materials to different learners. The personalization e-learning in cloud environment successed when the learners got the best performance on learning and it shown by their evaluation score. Based on the test results and evaluation showed that the availability on Cloud-Based Open Learning further meet user needs. This is indicated by the presence of a simple infrastructure services, application services with just one stage and the availability of a wider range of data and the resource sharing. In accessibility, Cloud-Based Open Learning provides easy access to the user. By economically, the result of evaluation showed that Cloud-Based Open Learning has an investment of 35.61% efficiency, increase return on investment (ROI) of 60.95% and an increase in benefits (NPV) of 81.97% from the user's perspective. While from the provider's perspective, Cloud-Based Open Learning has an investment of 200% efficiency, increase return on investment (Rol) of 220.4% and an increase in benefits (NPV) of 109.55%.
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