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ME(3)CA: A Cognitive Assistant for Physical Exercises that Monitors Emotions and the Environment

Recent studies show that the elderly population has increased considerably in European society in recent years. This fact has led the European Union and many countries to propose new policies for caring services directed to this group. The current trend is to promote the care of the elderly in their...

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Detalles Bibliográficos
Autores principales: Rincon, Jaime A., Costa, Angelo, Novais, Paulo, Julian, Vicente, Carrascosa, Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7039382/
https://www.ncbi.nlm.nih.gov/pubmed/32033498
http://dx.doi.org/10.3390/s20030852
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author Rincon, Jaime A.
Costa, Angelo
Novais, Paulo
Julian, Vicente
Carrascosa, Carlos
author_facet Rincon, Jaime A.
Costa, Angelo
Novais, Paulo
Julian, Vicente
Carrascosa, Carlos
author_sort Rincon, Jaime A.
collection PubMed
description Recent studies show that the elderly population has increased considerably in European society in recent years. This fact has led the European Union and many countries to propose new policies for caring services directed to this group. The current trend is to promote the care of the elderly in their own homes, thus avoiding inverting resources on residences. With this in mind, there are now new solutions in this direction, which try to make use of the continuous advances in computer science. This paper tries to advance in this area by proposing the use of a personal assistant to help older people at home while carrying out their daily activities. The proposed personal assistant is called ME(3)CA, and can be described as a cognitive assistant that offers users a personalised exercise plan for their rehabilitation. The system consists of a sensorisation platform along with decision-making algorithms paired with emotion detection models. ME(3)CA detects the users’ emotions, which are used in the decision-making process allowing for more precise suggestions and an accurate (and unbiased) knowledge about the users’ opinion towards each exercise.
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spelling pubmed-70393822020-03-09 ME(3)CA: A Cognitive Assistant for Physical Exercises that Monitors Emotions and the Environment Rincon, Jaime A. Costa, Angelo Novais, Paulo Julian, Vicente Carrascosa, Carlos Sensors (Basel) Article Recent studies show that the elderly population has increased considerably in European society in recent years. This fact has led the European Union and many countries to propose new policies for caring services directed to this group. The current trend is to promote the care of the elderly in their own homes, thus avoiding inverting resources on residences. With this in mind, there are now new solutions in this direction, which try to make use of the continuous advances in computer science. This paper tries to advance in this area by proposing the use of a personal assistant to help older people at home while carrying out their daily activities. The proposed personal assistant is called ME(3)CA, and can be described as a cognitive assistant that offers users a personalised exercise plan for their rehabilitation. The system consists of a sensorisation platform along with decision-making algorithms paired with emotion detection models. ME(3)CA detects the users’ emotions, which are used in the decision-making process allowing for more precise suggestions and an accurate (and unbiased) knowledge about the users’ opinion towards each exercise. MDPI 2020-02-05 /pmc/articles/PMC7039382/ /pubmed/32033498 http://dx.doi.org/10.3390/s20030852 Text en © 2020 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 (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rincon, Jaime A.
Costa, Angelo
Novais, Paulo
Julian, Vicente
Carrascosa, Carlos
ME(3)CA: A Cognitive Assistant for Physical Exercises that Monitors Emotions and the Environment
title ME(3)CA: A Cognitive Assistant for Physical Exercises that Monitors Emotions and the Environment
title_full ME(3)CA: A Cognitive Assistant for Physical Exercises that Monitors Emotions and the Environment
title_fullStr ME(3)CA: A Cognitive Assistant for Physical Exercises that Monitors Emotions and the Environment
title_full_unstemmed ME(3)CA: A Cognitive Assistant for Physical Exercises that Monitors Emotions and the Environment
title_short ME(3)CA: A Cognitive Assistant for Physical Exercises that Monitors Emotions and the Environment
title_sort me(3)ca: a cognitive assistant for physical exercises that monitors emotions and the environment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7039382/
https://www.ncbi.nlm.nih.gov/pubmed/32033498
http://dx.doi.org/10.3390/s20030852
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