An Exploratory view of Application of Digital Twin Technology in Education

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Abstract

Digital twins have gained significant attention and become a buzzword in recent years. The advancement of technologies such as the Internet of Things (IoT), artificial intelligence (AI), data analytics, and cloud computing has made it easier and more cost-effective to collect, analyze, and process vast amounts of data. This has enabled the creation and implementation of digital twins on a larger scale. Digital twins provide valuable insights and data- driven information to support decision-making. They enable organizations to simulate scenarios, test different strategies, and assess the impact of changes or interventions before implementing them in the physical world and thus help minimize risks and uncertainties associated with decision- making processes. Applications of Digital twins are not limited to specific industries or sectors. They have versatile applications across domains such as manufacturing, healthcare, transportation, smart cities, energy management etc. This broad applicability has contributed to the widespread interest and buzz around digital twins. The academic world has also not remained untouched with the advancement in this technology and efforts are on in the direction of designing Digital Twins for various aspects of education including supporting teaching, research, and administrative processes. As the technology continues to evolve, new and innovative applications are likely to emerge, transforming various aspects of teaching, learning, research, and administration in the academic sphere. In this study an effort is made to bring together the work carried out in the field of application of digital twins technology for teaching. Existing studies have been deliberated upon to analyze the progress and discover the prospects of bringing the digital teachers closer to human teachers. It can be inferred that as the technology continues to evolve, new and innovative applications are likely to emerge, transforming various aspects of teaching and learning in the academic sphere. It is also important to note that while digital twins of teachers hold potential benefits, their implementation and adoption in real-world educational settings are still developing. Ethical considerations such as data privacy, algorithmic bias, and the need for human involvement in teaching roles needs to be carefully addressed to ensure their effective and equitable use in education
数字孪生技术在教育中的应用探析
近年来,数字孪生备受关注,成为一个热门词汇。物联网(IoT)、人工智能(AI)、数据分析和云计算等技术的发展,使得收集、分析和处理海量数据变得更加容易和更具成本效益。这使得数字孪生得以在更大范围内创建和实施。数字孪生提供有价值的见解和数据驱动的信息,为决策提供支持。数字孪生使组织能够模拟情景、测试不同的战略,并在物理世界中实施变革或干预之前评估其影响,从而帮助最大限度地降低与决策过程相关的风险和不确定性。数字孪生的应用不仅限于特定行业或部门。它们在制造、医疗保健、交通、智能城市、能源管理等领域有着广泛的应用。这种广泛的适用性促使人们对数字孪生产生了广泛的兴趣和热议。随着这项技术的发展,学术界也不甘示弱,正在努力为教育的各个方面设计数字孪生,包括支持教学、研究和管理流程。随着技术的不断发展,新的创新应用可能会出现,从而改变学术领域的教学、学习、研究和管理的各个方面。本研究旨在汇集数字双胞胎技术在教学领域的应用。通过对现有研究的讨论,分析了数字教师与人类教师更接近的进展和前景。可以推断,随着技术的不断发展,新的创新应用很可能会出现,从而改变学术领域教学的各个方面。同样重要的是,尽管数字孪生教师具有潜在的优势,但其在现实教育环境中的实施和采用仍在发展之中。需要认真考虑数据隐私、算法偏差和人类参与教学角色的必要性等伦理因素,以确保其在教育中的有效和公平使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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