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Open Student Model for Blended Training in the Electrical Tests Domain

机译:用于电气测试领域混合训练的开放学生模型

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摘要

Electrical tests are important because they anticipate problems. When they are erroneously performed, human accidents or equipment damage can occur; thus, efficient training is mandatory. Traditional training under supervision of human instructors has proved to be successful; but it is costly and takes a long time. We need to complement traditional training with computers systems which adapt the training to particular trainee and shorten the training time. We have defined a blended learning model to support adaptive and distance training for complementing traditional training. We have defined an open trainee model to represent how much trainees know and how they feel. The model is used by instructors to adapt instruction, and by trainees to know what needs to be reinforced. The trainee model is represented by Bayesian networks and the instruction is presented via a virtual reality system. This paper presents the open trainee model and current results on using it.
机译:电气测试很重要,因为它们可以预测问题。如果执行错误,可能会发生人为事故或设备损坏;因此,有效的培训是强制性的。事实证明,在人工教练的监督下进行的传统培训是成功的;但这成本高昂且需要很长时间。我们需要用计算机系统来补充传统培训,使培训适应特定的学员并缩短培训时间。我们定义了一个混合学习模型来支持自适应和远程训练,以补充传统训练。我们定义了一个开放式实习生模型来表示实习生的了解程度和感受。教师使用该模型来调整教学,而受训者则了解需要加强的内容。受训者模型由贝叶斯网络表示,指令通过虚拟现实系统呈现。本文介绍了开放式学员模型及其使用的当前结果。

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