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Collection and Processing of Data from Wrist Wearable Devices in Heterogeneous and Multiple-User Scenarios

机译:在异构和多用户情况下从腕式可穿戴设备收集和处理数据

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Over recent years, we have witnessed the development of mobile and wearable technologies to collect data from human vital signs and activities. Nowadays, wrist wearables including sensors (e.g., heart rate, accelerometer, pedometer) that provide valuable data are common in market. We are working on the analytic exploitation of this kind of data towards the support of learners and teachers in educational contexts. More precisely, sleep and stress indicators are defined to assist teachers and learners on the regulation of their activities. During this development, we have identified interoperability challenges related to the collection and processing of data from wearable devices. Different vendors adopt specific approaches about the way data can be collected from wearables into third-party systems. This hinders such developments as the one that we are carrying out. This paper contributes to identifying key interoperability issues in this kind of scenario and proposes guidelines to solve them. Taking into account these topics, this work is situated in the context of the standardization activities being carried out in the Internet of Things and Machine to Machine domains.
机译:近年来,我们见证了移动和可穿戴技术的发展,这些技术可从人类生命体征和活动中收集数据。如今,包括传感器(例如,心率,加速度计,计步器)等提供有价值数据的腕部可穿戴设备在市场上很普遍。我们正在努力对此类数据进行分析开发,以在教育环境中为学习者和教师提供支持。更准确地说,定义了睡眠和压力指标,以帮助教师和学习者调节他们的活动。在此开发过程中,我们发现了与可穿戴设备数据的收集和处理相关的互操作性挑战。对于将数据从可穿戴设备收集到第三方系统中的方式,不同的供应商采用特定的方法。这阻碍了我们正在开展的发展。本文有助于确定这种情况下的关键互操作性问题,并提出解决方案。考虑到这些主题,这项工作位于物联网和机器对机器领域中正在进行的标准化活动的背景下。

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