Cargando…
LONG-REMI: An AI-Based Technological Application to Promote Healthy Mental Longevity Grounded in Reminiscence Therapy
Reminiscence therapy (RT) consists of thinking about one’s own experiences through the presentation of memory-facilitating stimuli, and it has as its fundamental axis the activation of emotions. An innovative way of offering RT involves the use of technology-assisted applications, which must also sa...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141720/ https://www.ncbi.nlm.nih.gov/pubmed/35627535 http://dx.doi.org/10.3390/ijerph19105997 |
_version_ | 1784715412306395136 |
---|---|
author | Nebot, Àngela Domènech, Sara Albino-Pires, Natália Mugica, Francisco Benali, Anass Porta, Xènia Nebot, Oriol Santos, Pedro M. |
author_facet | Nebot, Àngela Domènech, Sara Albino-Pires, Natália Mugica, Francisco Benali, Anass Porta, Xènia Nebot, Oriol Santos, Pedro M. |
author_sort | Nebot, Àngela |
collection | PubMed |
description | Reminiscence therapy (RT) consists of thinking about one’s own experiences through the presentation of memory-facilitating stimuli, and it has as its fundamental axis the activation of emotions. An innovative way of offering RT involves the use of technology-assisted applications, which must also satisfy the needs of the user. This study aimed to develop an AI-based computer application that recreates RT in a personalized way, meeting the characteristics of RT guided by a therapist or a caregiver. The material guiding RT focuses on intangible cultural heritage. The application incorporates facial expression analysis and reinforcement learning techniques, with the aim of identifying the user’s emotions and, with them, guiding the computer system that emulates RT dynamically and in real time. A pilot study was carried out at five senior centers in Barcelona and Portugal. The results obtained are very positive, showing high user satisfaction. Moreover, the results indicate that the high frequency of positive emotions increased in the participants at the end of the intervention, while the low frequencies of negative emotions were maintained at the end of the intervention. |
format | Online Article Text |
id | pubmed-9141720 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91417202022-05-28 LONG-REMI: An AI-Based Technological Application to Promote Healthy Mental Longevity Grounded in Reminiscence Therapy Nebot, Àngela Domènech, Sara Albino-Pires, Natália Mugica, Francisco Benali, Anass Porta, Xènia Nebot, Oriol Santos, Pedro M. Int J Environ Res Public Health Article Reminiscence therapy (RT) consists of thinking about one’s own experiences through the presentation of memory-facilitating stimuli, and it has as its fundamental axis the activation of emotions. An innovative way of offering RT involves the use of technology-assisted applications, which must also satisfy the needs of the user. This study aimed to develop an AI-based computer application that recreates RT in a personalized way, meeting the characteristics of RT guided by a therapist or a caregiver. The material guiding RT focuses on intangible cultural heritage. The application incorporates facial expression analysis and reinforcement learning techniques, with the aim of identifying the user’s emotions and, with them, guiding the computer system that emulates RT dynamically and in real time. A pilot study was carried out at five senior centers in Barcelona and Portugal. The results obtained are very positive, showing high user satisfaction. Moreover, the results indicate that the high frequency of positive emotions increased in the participants at the end of the intervention, while the low frequencies of negative emotions were maintained at the end of the intervention. MDPI 2022-05-15 /pmc/articles/PMC9141720/ /pubmed/35627535 http://dx.doi.org/10.3390/ijerph19105997 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Nebot, Àngela Domènech, Sara Albino-Pires, Natália Mugica, Francisco Benali, Anass Porta, Xènia Nebot, Oriol Santos, Pedro M. LONG-REMI: An AI-Based Technological Application to Promote Healthy Mental Longevity Grounded in Reminiscence Therapy |
title | LONG-REMI: An AI-Based Technological Application to Promote Healthy Mental Longevity Grounded in Reminiscence Therapy |
title_full | LONG-REMI: An AI-Based Technological Application to Promote Healthy Mental Longevity Grounded in Reminiscence Therapy |
title_fullStr | LONG-REMI: An AI-Based Technological Application to Promote Healthy Mental Longevity Grounded in Reminiscence Therapy |
title_full_unstemmed | LONG-REMI: An AI-Based Technological Application to Promote Healthy Mental Longevity Grounded in Reminiscence Therapy |
title_short | LONG-REMI: An AI-Based Technological Application to Promote Healthy Mental Longevity Grounded in Reminiscence Therapy |
title_sort | long-remi: an ai-based technological application to promote healthy mental longevity grounded in reminiscence therapy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141720/ https://www.ncbi.nlm.nih.gov/pubmed/35627535 http://dx.doi.org/10.3390/ijerph19105997 |
work_keys_str_mv | AT nebotangela longremianaibasedtechnologicalapplicationtopromotehealthymentallongevitygroundedinreminiscencetherapy AT domenechsara longremianaibasedtechnologicalapplicationtopromotehealthymentallongevitygroundedinreminiscencetherapy AT albinopiresnatalia longremianaibasedtechnologicalapplicationtopromotehealthymentallongevitygroundedinreminiscencetherapy AT mugicafrancisco longremianaibasedtechnologicalapplicationtopromotehealthymentallongevitygroundedinreminiscencetherapy AT benalianass longremianaibasedtechnologicalapplicationtopromotehealthymentallongevitygroundedinreminiscencetherapy AT portaxenia longremianaibasedtechnologicalapplicationtopromotehealthymentallongevitygroundedinreminiscencetherapy AT nebotoriol longremianaibasedtechnologicalapplicationtopromotehealthymentallongevitygroundedinreminiscencetherapy AT santospedrom longremianaibasedtechnologicalapplicationtopromotehealthymentallongevitygroundedinreminiscencetherapy |