Situation Awareness Enabling Decision Support in Seamless Learning

Giuseppe D’aniello, M. Gaeta, V. Loia, F. Orciuoli, D. Sampson
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引用次数: 8

Abstract

In order to enable and support lifelong learning, learners need to be aware of their learning processes. This work proposes a framework for supporting Self-regulation in Seamless Learning scenarios. The framework is based on the Endsley's Model for Situation Awareness. Moreover, the framework is contextualised to a specific class of learning scenarios in order to better explain its potentiality. In particular, the framework allows to define a Decision Support System which exploits the recognized situations for supporting learners in self-regulating their learning processes. Situation Theory is adopted to provide a formal model describing the whole learning situation of the learner. Lastly, a set of algorithms and semantic techniques are proposed to support the above mentioned automatic recognition.
在无缝学习中实现决策支持的态势感知
为了实现和支持终身学习,学习者需要了解他们的学习过程。本研究提出了一个支持无缝学习场景中自我调节的框架。该框架基于Endsley的情境感知模型。此外,为了更好地解释其潜力,该框架被置于特定类别的学习场景中。特别是,该框架允许定义一个决策支持系统,该系统利用公认的情况来支持学习者自我调节他们的学习过程。情境理论提供了一个描述学习者整个学习情境的形式化模型。最后,提出了一套支持上述自动识别的算法和语义技术。
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