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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...

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Detalles Bibliográficos
Autores principales: Peternel, Klemen, Pogačnik, Matevž, Tavčar, Rudi, Kos, Andrej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2012
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.
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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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