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Título : | LONG-REMI an AI-based technological application to promote healthy mental longevity grounded in reminiscence therapy |
Autoría: | Nebot, Àngela Domènech, Sara Albino-Pires, Natália Mugica, Francisco José Benali Bendahmane, Anass Porta, Xènia Nebot, Oriol Santos, Pedro M. |
Otros: | Universitat Politènica de Catalunya Universitat Autònoma de Barcelona (UAB) Instituto Politécnico de Coimbra Universitat Oberta de Catalunya (UOC) Universidad de Lusófona Humanidades e Tecnologias |
Citación : | Nebot, A., Domènech, S., Albino-Pires, N., Mugica, F., Benali, A., Porta, X., Nebot, O. & Santos, P.M. (2022). LONG-REMI: An AI-Based Technological Application to Promote Healthy Mental Longevity Grounded in Reminiscence Therapy. International Journal of Environmental Research and Public Health, 19(10), 1-15. doi: 10.3390/ijerph19105997 |
Resumen : | 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. |
Palabras clave : | terapia de reminiscencia deterioro cognitivo herencia cultural intangible reconocimiento de emociones aprendizaje reforzado seguimiento de la cara |
DOI: | https://www.doi.org/10.3390/ijerph19105997 |
Tipo de documento: | info:eu-repo/semantics/article |
Versión del documento: | info:eu-repo/semantics/publishedVersion |
Fecha de publicación : | 15-may-2022 |
Licencia de publicación: | http://creativecommons.org/licenses/by/4.0 |
Aparece en las colecciones: | Articles cientÍfics Articles |
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LONG-REMI an AI-based technological application to promote healthy mental longevity grounded in reminiscence therapy.pdf | LONG-REMI an AI-based technological application to promote healthy mental longevity grounded in reminiscence therapy | 1,52 MB | Adobe PDF | Visualizar/Abrir |
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