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利用智能手机和可穿戴传感器进行日常生活场景中的压力检测:调查研究。

Stress detection in daily life scenarios using smart phones and wearable sensors: A survey.

机构信息

Bogazici University, Computer Engineering Department, Turkey.

Hasso Plattner Institute, University of Potsdam, Germany.

出版信息

J Biomed Inform. 2019 Apr;92:103139. doi: 10.1016/j.jbi.2019.103139. Epub 2019 Feb 27.

Abstract

Stress has become a significant cause for many diseases in the modern society. Recently, smartphones, smartwatches and smart wrist-bands have become an integral part of our lives and have reached a widespread usage. This raised the question of whether we can detect and prevent stress with smartphones and wearable sensors. In this survey, we will examine the recent works on stress detection in daily life which are using smartphones and wearable devices. Although there are a number of works related to stress detection in controlled laboratory conditions, the number of studies examining stress detection in daily life is limited. We will divide and investigate the works according to used physiological modality and their targeted environment such as office, campus, car and unrestricted daily life conditions. We will also discuss promising techniques, alleviation methods and research challenges.

摘要

压力已经成为现代社会许多疾病的重要原因。最近,智能手机、智能手表和智能手环已经成为我们生活中不可或缺的一部分,并得到了广泛的应用。这就提出了一个问题,我们是否可以通过智能手机和可穿戴传感器来检测和预防压力。在本调查中,我们将研究使用智能手机和可穿戴设备进行日常生活中压力检测的最新工作。虽然有许多与在受控实验室条件下进行压力检测相关的工作,但在日常生活中进行压力检测的研究数量有限。我们将根据所使用的生理模态及其目标环境(如办公室、校园、汽车和不受限制的日常生活条件)对这些工作进行划分和研究。我们还将讨论有前途的技术、缓解方法和研究挑战。

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