高等教育物联网智能的挑战与机遇——理论与实践的衔接

Raafat George Saadé, Jun Zhang, Xiaoyong Wang, Hao Liu, Hong Guan
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引用次数: 0

摘要

随着人工智能技术的进步,物联网的应用正呈指数级增长。这导致物联网范式不断变化,复杂性不断提高。因此,研究人员、从业人员和政府继续面临不断变化的挑战,使其更难以适应。在教育领域尤其如此,这也是本文的重点。本研究的总体目的是探索物联网和人工智能在教育中的应用,更具体地说,是在学习中的应用。我们的方法遵循四个研究问题。我们首先报告系统文献综述的结果物联网智能(IoIT)在教育。其次,我们开发了相应的概念模型,第三,我们对来自世界各地的一组教育工作者进行了探索性试点调查,以了解他们在课堂上对物联网的知识和使用情况,从而更好地了解诸如知识、使用以及他们整合物联网的准备情况等问题。最后,我们通过四个用例介绍了IoITE概念模型在教与学中的应用。我们对出版物的回顾表明,关于IoITE的研究很少。如果我们考虑到它在学习中的应用,更是如此。对调查结果的分析发现,总体而言,教育工作者缺乏在学习中利用物联网进行创新的准备。用例突出了IoITE的可能性及其探索和利用的潜力。确定并讨论挑战。
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Challenges and Opportunities in the Internet of Intelligence of Things in Higher Education—Towards Bridging Theory and Practice
The application of the Internet of Things is increasing in momentum as advances in artificial intelligence exponentially increase its integration. This has caused continuous shifts in the Internet of Things paradigm with increasing levels of complexity. Consequently, researchers, practitioners, and governments continue facing evolving challenges, making it more difficult to adapt. This is especially true in the education sector, which is the focus of this article. The overall purpose of this study is to explore the application of IoT and artificial intelligence in education and, more specifically, learning. Our methodology follows four research questions. We first report the results of a systematic literature review on the Internet of Intelligence of Things (IoIT) in education. Secondly, we develop a corresponding conceptual model, followed thirdly by an exploratory pilot survey conducted on a group of educators from around the world to get insights on their knowledge and use of the Internet of Things in their classroom, thereby providing a better understanding of issues, such as knowledge, use, and their readiness to integrate IoIT. We finally present the application of the IoITE conceptual model in teaching and learning through four use cases. Our review of publications shows that research in the IoITE is scarce. This is even more so if we consider its application to learning. Analysis of the survey results finds that educators, in general, are lacking in their readiness to innovate with the Internet of Things in learning. Use cases highlight IoITE possibilities and its potential to explore and exploit. Challenges are identified and discussed.
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