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A Presence-Based Context-Aware Chronic Stress Recognition System
Stressors encountered in daily life may play an important role in personal well-being. Chronic stress can have a serious long-term impact on our physical as well as our psychological health, due to ongoing increased levels of the chemicals released in the ‘fight or flight’ response. The currently av...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Molecular Diversity Preservation International (MDPI)
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3522991/ https://www.ncbi.nlm.nih.gov/pubmed/23202238 http://dx.doi.org/10.3390/s121115888 |
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author | Peternel, Klemen Pogačnik, Matevž Tavčar, Rudi Kos, Andrej |
author_facet | Peternel, Klemen Pogačnik, Matevž Tavčar, Rudi Kos, Andrej |
author_sort | Peternel, Klemen |
collection | PubMed |
description | Stressors encountered in daily life may play an important role in personal well-being. Chronic stress can have a serious long-term impact on our physical as well as our psychological health, due to ongoing increased levels of the chemicals released in the ‘fight or flight’ response. The currently available stress assessment methods are usually not suitable for daily chronic stress measurement. The paper presents a context-aware chronic stress recognition system that addresses this problem. The proposed system obtains contextual data from various mobile sensors and other external sources in order to calculate the impact of ongoing stress. By identifying and visualizing ongoing stress situations of an individual user, he/she is able to modify his/her behavior in order to successfully avoid them. Clinical evaluation of the proposed methodology has been made in parallel by using electrodermal activity sensor. To the best of our knowledge, the system presented herein is the first one that enables recognition of chronic stress situations on the basis of user context. |
format | Online Article Text |
id | pubmed-3522991 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Molecular Diversity Preservation International (MDPI) |
record_format | MEDLINE/PubMed |
spelling | pubmed-35229912013-01-09 A Presence-Based Context-Aware Chronic Stress Recognition System Peternel, Klemen Pogačnik, Matevž Tavčar, Rudi Kos, Andrej Sensors (Basel) Article Stressors encountered in daily life may play an important role in personal well-being. Chronic stress can have a serious long-term impact on our physical as well as our psychological health, due to ongoing increased levels of the chemicals released in the ‘fight or flight’ response. The currently available stress assessment methods are usually not suitable for daily chronic stress measurement. The paper presents a context-aware chronic stress recognition system that addresses this problem. The proposed system obtains contextual data from various mobile sensors and other external sources in order to calculate the impact of ongoing stress. By identifying and visualizing ongoing stress situations of an individual user, he/she is able to modify his/her behavior in order to successfully avoid them. Clinical evaluation of the proposed methodology has been made in parallel by using electrodermal activity sensor. To the best of our knowledge, the system presented herein is the first one that enables recognition of chronic stress situations on the basis of user context. Molecular Diversity Preservation International (MDPI) 2012-11-16 /pmc/articles/PMC3522991/ /pubmed/23202238 http://dx.doi.org/10.3390/s121115888 Text en © 2012 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Article Peternel, Klemen Pogačnik, Matevž Tavčar, Rudi Kos, Andrej A Presence-Based Context-Aware Chronic Stress Recognition System |
title | A Presence-Based Context-Aware Chronic Stress Recognition System |
title_full | A Presence-Based Context-Aware Chronic Stress Recognition System |
title_fullStr | A Presence-Based Context-Aware Chronic Stress Recognition System |
title_full_unstemmed | A Presence-Based Context-Aware Chronic Stress Recognition System |
title_short | A Presence-Based Context-Aware Chronic Stress Recognition System |
title_sort | presence-based context-aware chronic stress recognition system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3522991/ https://www.ncbi.nlm.nih.gov/pubmed/23202238 http://dx.doi.org/10.3390/s121115888 |
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