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首页> 外文期刊>The international journal of information and learning technology >Closing the chasm between virtual and physical delivery for innovative learning spaces using learning analytics
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Closing the chasm between virtual and physical delivery for innovative learning spaces using learning analytics

机译:使用学习分析关闭创新学习空间的虚拟和物理交付之间的鸿沟

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Purpose - One of the misconceptions of teaching and learning for practical-based programmes, such as engineering, sciences, architecture, design and arts, is the necessity to deliver via face-to-face physical modality. This paper refutes this claim by providing case studies of best practices in delivering such courses and their hands-on skillsets using completely online virtual delivery that utilises different formats of 2D and 3D media and tools, supported by evidence of efficiency using learning analytics. Design/methodology/approach - The case studies were designed using pedagogical principles of constructivism and deep learning, conducted within a mixture of 2D and 3D virtual learning environments with flexible interface and tools capabilities. State-of-the-art coding and scripting techniques were also used to automate different student tasks and increase engagement. Regression and descriptive analysis methods were used for Learning Analytics. Findings - Learning analytics of all case studies demonstrated the capability to achieve course/project learning outcomes, with high engagement from students amongst peers and with tutors. Furthermore, the diverse virtual learning tools used, allowed students to display creativity and innovation efficiently analogous to physical learning. Originality/value - The synthesis of utilised media and tools within this study displays innovation and originality in combining different technology techniques to achieve an effectual learning experience. That would usually necessitate face-to-face, hands-on physical contact to perform practical tasks and receive feedback on them. Furthermore, this paper provides suggestions for future research using more advanced technologies.
机译:目的 - 对实际基于实际计划的教学和学习的误解之一,例如工程,科学,建筑,设计和艺术,是通过面对面的物理方式提供的必要性。本文通过提供使用完全在线虚拟交付提供这些课程及其实践技能集的最佳实践的案例研究,该案例研究使用完全在线虚拟交付,利用不同格式的2D和3D媒体和工具,通过使用学习分析的效率的证据支持。设计/方法/方法 - 使用建构主义和深度学习的教学原则设计了案例研究,在2D和3D虚拟学习环境的混合中进行了灵活的接口和工具能力。最先进的编码和脚本技术也用于自动化不同的学生任务并增加参与。回归和描述性分析方法用于学习分析。调查结果 - 所有案例研究的学习分析都证明了实现课程/项目学习成果的能力,从同行和辅导员之间的学生高度参与。此外,使用的多样化虚拟学习工具,允许学生展示创造力和创新,从而有效地类似于物理学习。原创性/值 - 本研究中使用的利用媒体和工具的合成显示了结合不同技术技术实现有效学习体验的创新和创新。这通常需要面对面,实践的物理接触,以执行实用的任务并接收对它们的反馈。此外,本文提供了使用更先进技术的未来研究的建议。

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