03871nas a2200949 4500000000100000000000100001008004100002653001200043653002800055653001100083653003300094653001700127653001400144653001900158653001800177653001500195653000900210653002800219653001800247653001400265653002100279653002100300653001400321653002100335653002500356653002400381653004400405653002200449653001200471653001400483653001200497653002500509653001800534653002200552653002300574653001100597653002300608653001000631653002100641653001600662653001500678653003300693653001400726653000900740653002300749653001800772653002100790653003000811653002200841653002300863653002800886653002400914653002300938653002700961653001600988653001201004653001801016653001801034653003101052653002701083653004601110653002501156653001701181653001501198653001901213653001301232653002401245653001401269100001701283700001801300700002501318700002101343700001701364700001601381700001601397700001701413245012201430856014701552490000701699520119501706022002002901 d10aarticle10aArtificial intelligence10aHumans10aIntangible cultural heritage10aLikert scale10aLongevity10aPilot Projects10aPsychotherapy10aTechnology10aaged10aArtificial intelligence10aaxon guidance10acaregiver10aclinical article10aclinical feature10acognition10acognitive defect10acognitive impairment10acomputer simulation10acomputer system usability questionnaire10acultural heritage10adancing10aEducation10aemotion10aemotions recognition10aface tracking10aFacial expression10afacial recognition10aFemale10ahealth care system10ahuman10ahuman activities10aInheritance10aInnovation10aIntangible cultural heritage10alongevity10amale10amedical procedures10amental health10amental longevity10amild cognitive impairment10amulticenter study10anerve cell network10aneuropsychological test10aobservational study10aoutcome assessment10apath finding algorithm10apilot study10aProverb10apsychotherapy10aquestionnaire10areinforcement (psychology)10areinforcement learning10areinforcement learning (machine learning)10areminiscence therapy10aSatisfaction10aTechnology10atongue twister10atracking10avisual analog scale10awellbeing1 aAngela Nebot1 aSara Domenech1 aNatalia Albino-Pires1 aFrancisco Mugica1 aAnass Benali1 aXenia Porta1 aOriol Nebot1 aPedro Santos00aLONG-REMI: An AI-Based Technological Application to Promote Healthy Mental Longevity Grounded in Reminiscence Therapy uhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85129957505&doi=10.3390%2fijerph19105997&partnerID=40&md5=9e68f33d447de47bfe7c05076e126fb90 v193 aReminiscence 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. a16617827 (ISSN)