{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T13:44:45Z","timestamp":1762782285072,"version":"build-2065373602"},"reference-count":53,"publisher":"MDPI AG","issue":"8","license":[{"start":{"date-parts":[[2019,4,25]],"date-time":"2019-04-25T00:00:00Z","timestamp":1556150400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>The increase in the elderly population in today\u2019s society entails the need for new policies to maintain an adequate level of care without excessively increasing social spending. One of the possible options is to promote home care for the elderly. In this sense, this paper introduces a personal assistant designed to help elderly people in their activities of daily living. This system, called EMERALD, is comprised of a sensing platform and different mechanisms for emotion detection and decision-making that combined produces a cognitive assistant that engages users in Active Aging. The contribution of the paper is twofold\u2014on the one hand, the integration of low-cost sensors that among other characteristics allows for detecting the emotional state of the user at an affordable cost; on the other hand, an automatic activity suggestion module that engages the users, mainly oriented to the elderly, in a healthy lifestyle. Moreover, by continuously correcting the system using the on-line monitoring carried out through the sensors integrated in the system, the system is personalized, and, in broad terms, emotionally intelligent. A functional prototype is being currently tested in a daycare centre in the northern area of Portugal where preliminary tests show positive results.<\/jats:p>","DOI":"10.3390\/s19081953","type":"journal-article","created":{"date-parts":[[2019,4,25]],"date-time":"2019-04-25T10:44:06Z","timestamp":1556189046000},"page":"1953","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["EMERALD\u2014Exercise Monitoring Emotional Assistant"],"prefix":"10.3390","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1153-0616","authenticated-orcid":false,"given":"Jaime A.","family":"Rincon","sequence":"first","affiliation":[{"name":"Departamento de Sistemas Informaticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia 46022, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6170-4912","authenticated-orcid":false,"given":"Angelo","family":"Costa","sequence":"additional","affiliation":[{"name":"ALGORITMI Center\/Department of Informatics, University of Minho, Braga 4704-553, Portugal"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3649-6530","authenticated-orcid":false,"given":"Carlos","family":"Carrascosa","sequence":"additional","affiliation":[{"name":"Departamento de Sistemas Informaticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia 46022, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paulo","family":"Novais","sequence":"additional","affiliation":[{"name":"ALGORITMI Center\/Department of Informatics, University of Minho, Braga 4704-553, Portugal"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2743-6037","authenticated-orcid":false,"given":"Vicente","family":"Julian","sequence":"additional","affiliation":[{"name":"Departamento de Sistemas Informaticos y Computaci\u00f3n, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia 46022, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2019,4,25]]},"reference":[{"key":"ref_1","unstructured":"(2019, March 13). 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