Empreu aquest identificador per citar o enllaçar aquest ítem: http://hdl.handle.net/10609/146961
Títol: LONG-REMI an AI-based technological application to promote healthy mental longevity grounded in reminiscence therapy
Autoria: Nebot, Àngela
Domènech, Sara
Albino-Pires, Natália
Mugica, Francisco José  
Benali Bendahmane, Anass  
Porta, Xènia
Nebot, Oriol
Santos, Pedro M.
Altres: Universitat Politènica de Catalunya
Universitat Autònoma de Barcelona (UAB)
Instituto Politécnico de Coimbra
Universitat Oberta de Catalunya (UOC)
Universidad de Lusófona Humanidades e Tecnologias
Citació: 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
Resum: 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.
Paraules clau: terapia de reminisencia
deteriorament cognitiu
herencia cultural intangible
reconeixement d'emocions
aprenentatge reforçat
seguiment de la cara
DOI: https://www.doi.org/10.3390/ijerph19105997
Tipus de document: info:eu-repo/semantics/article
Versió del document: info:eu-repo/semantics/publishedVersion
Data de publicació: 15-mai-2022
Llicència de publicació: http://creativecommons.org/licenses/by/4.0  
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