转型教育机构:利用物联网、云和雾计算的力量

IF 2.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Future Internet Pub Date : 2023-11-13 DOI:10.3390/fi15110367
Afzal Badshah, Ghani Ur Rehman, Haleem Farman, Anwar Ghani, Shahid Sultan, Muhammad Zubair, Moustafa M. Nasralla
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引用次数: 0

摘要

物联网(IoT)、云和雾计算现在已经成为现实,并成为智能世界的愿景。自主学习方法、工具和智能空间正在将传统机构转变为智能机构。这种转变对学习者的参与、动机、出勤率和高级学习成果都有积极的影响。在发展中国家,高质量教育存在许多障碍,例如标准操作程序的实施不足,学习者和家长缺乏参与,以及对机构和学生缺乏透明的绩效衡量。这些问题需要得到解决,以确保进一步的增长和改进。本研究探讨了智能技术(物联网、雾和云计算)的使用,以解决学生学习和管理任务中的挑战。提出了一个新的框架(五要素智能机构框架),通过智能技术将管理人员、教师、家长和学生联系起来,以提高出勤率、教学方法和评估。结果显示,学生出勤率和作业进度显著提高,年度成绩、学生纪律和教师/家长参与度也有所改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Transforming Educational Institutions: Harnessing the Power of Internet of Things, Cloud, and Fog Computing
The Internet of Things (IoT), cloud, and fog computing are now a reality and have become the vision of the smart world. Self-directed learning approaches, their tools, and smart spaces are transforming traditional institutions into smart institutions. This transition has a positive impact on learner engagement, motivation, attendance, and advanced learning outcomes. In developing countries, there are many barriers to quality education, such as inadequate implementation of standard operating procedures, lack of involvement from learners and parents, and lack of transparent performance measurement for both institutions and students. These issues need to be addressed to ensure further growth and improvement. This study explored the use of smart technologies (IoT, fog, and cloud computing) to address challenges in student learning and administrative tasks. A novel framework (a five-element smart institution framework) is proposed to connect administrators, teachers, parents, and students using smart technologies to improve attendance, pedagogy, and evaluation. The results showed significant increases in student attendance and homework progress, along with improvements in annual results, student discipline, and teacher/parent engagement.
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来源期刊
Future Internet
Future Internet Computer Science-Computer Networks and Communications
CiteScore
7.10
自引率
5.90%
发文量
303
审稿时长
11 weeks
期刊介绍: Future Internet is a scholarly open access journal which provides an advanced forum for science and research concerned with evolution of Internet technologies and related smart systems for “Net-Living” development. The general reference subject is therefore the evolution towards the future internet ecosystem, which is feeding a continuous, intensive, artificial transformation of the lived environment, for a widespread and significant improvement of well-being in all spheres of human life (private, public, professional). Included topics are: • advanced communications network infrastructures • evolution of internet basic services • internet of things • netted peripheral sensors • industrial internet • centralized and distributed data centers • embedded computing • cloud computing • software defined network functions and network virtualization • cloud-let and fog-computing • big data, open data and analytical tools • cyber-physical systems • network and distributed operating systems • web services • semantic structures and related software tools • artificial and augmented intelligence • augmented reality • system interoperability and flexible service composition • smart mission-critical system architectures • smart terminals and applications • pro-sumer tools for application design and development • cyber security compliance • privacy compliance • reliability compliance • dependability compliance • accountability compliance • trust compliance • technical quality of basic services.
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