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Stress detection in daily life scenarios using smart phones and wearable sensors: A survey
- Source :
- Journal of Biomedical Informatics. 92:103139
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
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.
- Subjects :
- Male
Computer science
Monitoring, Ambulatory
Stress recognition
Wearable computer
Health Informatics
Machine Learning
Smartwatch
Wearable Electronic Devices
03 medical and health sciences
0302 clinical medicine
Human–computer interaction
Activities of Daily Living
Stress (linguistics)
Humans
030212 general & internal medicine
Wearable technology
030304 developmental biology
0303 health sciences
Modality (human–computer interaction)
business.industry
Equipment Design
Wrist
Computer Science Applications
Female
Smartphone
business
Stress, Psychological
Subjects
Details
- ISSN :
- 15320464
- Volume :
- 92
- Database :
- OpenAIRE
- Journal :
- Journal of Biomedical Informatics
- Accession number :
- edsair.doi.dedup.....fffee4215ab68e4bb65d18a13042956c