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A Semi-open Learning Environment for Virtual Laboratories

机译:虚拟实验室的半开放式学习环境

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摘要

Open learning environments often involve simulation where learners can experiment with different aspects and parameters of a given phenomenon to observe the effects of these changes. These are desirable in virtual laboratories. However, an important limitation of open learning environments is the effectiveness for learning, because it strongly depends on the learner ability to explore adequately. We have developed a semi-open learning environment for a virtual robotics laboratory based on simulation, to learn through free exploration, but with specific performance criteria that guide the learning process. We proposed a generic architecture for this environment, in which the key element is an intelligent tutoring system coupled to a virtual laboratory. The tutor module combines the performance and exploration behaviour of a student in several experiments, to decide the best way to guide his/her. We present an evaluation with an initial group of 20 students. The results show how this semi-open leraning environment can help to accelerate and improve the learning process.
机译:开放式学习环境通常涉及模拟,学习者可以在其中模拟给定现象的不同方面和参数,以观察这些变化的影响。这些在虚拟实验室中是理想的。但是,开放学习环境的一个重要限制是学习的有效性,因为它很大程度上取决于学习者充分探索的能力。我们已经基于模拟为虚拟机器人实验室开发了一个半开放式学习环境,可以通过自由探索进行学习,但是具有指导学习过程的特定性能标准。我们针对这种环境提出了一种通用架构,其中的关键要素是与虚拟实验室耦合的智能辅导系统。导师模块在几个实验中结合了学生的表现和探索行为,以决定指导其最佳方法。我们以最初的20名学生为对象进行评估。结果表明,这种半开放式学习环境可以如何帮助加速和改善学习过程。

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