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Education 4.0: Smart Blended Learning Assisted by Artificial Intelligence, Biofeedback and Sensors

机译:教育4.0:人工智能,生物融产和传感器辅助智能混合学习

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The paper presents smart blended learning for fostering students’ performance. It uses models of student activity and detects causes of a possible drop out, using learning analytics and real-time data. Taking advantage of embedded sensors (non-invasive, low-cost, flexible and distraction free) built into wearable devices real-time data can be used to support students’ success, well-being and health. In our contribution to the research topic we evaluate the students' experience with smart blended learning using biofeedback methods, sensor data extracted from wearables for five specific lectures, during study periods and in examinations. The preliminary results indicate a correlation between the physiological signals and the grades in examination.
机译:本文介绍了培养学生绩效的聪明混合学习。它使用学生活动的模型,并使用学习分析和实时数据检测可能的辍学的原因。利用嵌入式传感器(非侵入性,低成本,灵活,令人沮丧)内置于可穿戴设备中的实时数据可用于支持学生的成功,健康和健康。在我们对研究主题的贡献中,我们使用Bifeedback方法评估智能混合学习的学生体验,在研究期间和考试期间,从可穿戴物的可穿戴物中提取的传感器数据。初步结果表明生理信号与检查中的等级之间的相关性。

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