A smart agent guided contactless data collection system amid a pandemic

Murtadha M. N. Aldeer, Justin Yu, Tahiya Chowdhury, Joseph Florentine, Jakub Kolodziejski, R. Howard, R. Martin, Jorge Ortiz
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Abstract

The COVID-19 pandemic has impacted academic life in different ways. In the mobile and pervasive computing community, there was a struggle on data collection for the evaluation of human-sensing systems. An automated and contactless solution to collect data from users at home is one way that can help in the continuation of user-centric studies. In this poster, we present a portable system for remote, in-home data collection. The system is powered by a Raspberry Pi© and input peripherals (a camera, a microphone, and a wireless receiver). Our system uses a speech interface for text-to-speech and speech-to-text conversions. The system acts as a voice-based "smart agent" that guides the user during an experiment session. We aim to use our system to collect data from a set of smart pill bottles that we previously designed for medication adherence monitoring [1] and user identification [3].
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大流行期间,智能代理引导非接触式数据采集系统
新冠肺炎疫情以不同的方式影响了学术生活。在移动和普适计算社区中,有一场关于评估人类感知系统的数据收集的斗争。从用户家中收集数据的自动化和非接触式解决方案是一种有助于继续进行以用户为中心的研究的方法。在这张海报中,我们展示了一个用于远程家庭数据收集的便携式系统。该系统由树莓派©和输入外设(摄像头、麦克风和无线接收器)供电。我们的系统使用语音接口进行文本到语音和语音到文本的转换。该系统作为一个基于语音的“智能代理”,在实验过程中指导用户。我们的目标是使用我们的系统从一组智能药瓶中收集数据,我们之前设计了这些药瓶用于药物依从性监测[1]和用户识别[3]。
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