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Enabling IoT in Education 4.0 with BioSensors from Wearables and Artificial Intelligence

机译:通过可穿戴设备和人工智能的生物传感器实现9.0英制的IOT

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A major challenge for Education 4.0 is to make use of wearable devices for helping students in monitoring their learning behavior and their activities (steps, heart rate variability, and heart rate) in real-time. The first aim of this paper is to present our implementation of adaptivity and Artificial Intelligence (AI) methods within the Education 4.0 process. In this work, we investigate embedded biosensors (noninvasive, low-cost, and distraction-free) used in smartphones and smartwatches. The next objective is to enable IoT for Higher Education, i.e. a novel system assisted by AI that takes embedded biosensor data and environmental data into account in order to estimate students' wellbeing and health. In this regard, we propose a framework that uses wearable devices to collect data with biofeedback methods to support students' academic success.
机译:教育4.0的一项重大挑战是利用可穿戴设备,帮助学生实时监测他们的学习行为及其活动(步骤,心率变异性和心率)。本文的第一个目的是展示我们在教育4.0过程中实施适应性和人工智能(AI)方法。在这项工作中,我们调查智能手机和智能手表中使用的嵌入式生物传感器(非侵入性,低成本和分心)。下一个目标是为高等教育启用IOT,即通过嵌入生物传感器数据和环境数据而辅助的新型系统,以估计学生的福祉和健康。在这方面,我们提出了一个框架,它使用可穿戴设备收集与生物融合方法​​的数据,以支持学生的学术成功。

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