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Employing Speech to Contribute to Modelling and Adapting to Students' Affective States

机译:致辞为建模和适应学生的情感状态做出贡献

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Affect plays a significant role in students' learning behaviour. Positive affective states can enhance learning, while negative ones can inhibit it. This paper describes how we provide intelligent support in a learning platform based on affect states. We discuss two components: an affective state detector to perceive affective states in speech during interaction with the platform; and an affective state reasoner to provide support, which aims at aligning the learner's personal goal with the learning task to evoke positive affective states for an enhanced learning experience.
机译:情感在学生的学习行为中起着重要作用。积极的情感状态可以增强学习,而消极的情感状态可以抑制学习。本文介绍了我们如何基于情感状态在学习平台中提供智能支持。我们讨论了两个组件:一个情感状态检测器,用于在与平台交互期间感知语音中的情感状态;情感状态推理器提供支持,旨在使学习者的个人目标与学习任务保持一致,以唤起积极的情感状态,从而增强学习体验。

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