{"id":"https://openalex.org/W2979362506","doi":"https://doi.org/10.1109/embc.2019.8857847","title":"Monitoring and Prediction of Mood in Elderly People during Daily Life Activities","display_name":"Monitoring and Prediction of Mood in Elderly People during Daily Life Activities","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979362506","doi":"https://doi.org/10.1109/embc.2019.8857847","mag":"2979362506","pmid":"https://pubmed.ncbi.nlm.nih.gov/31947433"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8857847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857847","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2603.11230","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007073378","display_name":"Daniel Bautista\u2010Salinas","orcid":"https://orcid.org/0000-0001-5318-952X"},"institutions":[{"id":"https://openalex.org/I3123212020","display_name":"Universidad Polit\u00e9cnica de Cartagena","ror":"https://ror.org/02k5kx966","country_code":"ES","type":"education","lineage":["https://openalex.org/I3123212020"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Bautista-Salinas","raw_affiliation_strings":["Technical University of Cartagena, Cartagena, 30202, Spain","Technical University of Cartagena, Cartagena, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cartagena, Cartagena, 30202, Spain","institution_ids":["https://openalex.org/I3123212020"]},{"raw_affiliation_string":"Technical University of Cartagena, Cartagena, Spain","institution_ids":["https://openalex.org/I3123212020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038752002","display_name":"Joaqu\u00edn Roca Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-6952-0424"},"institutions":[{"id":"https://openalex.org/I3123212020","display_name":"Universidad Polit\u00e9cnica de Cartagena","ror":"https://ror.org/02k5kx966","country_code":"ES","type":"education","lineage":["https://openalex.org/I3123212020"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Joaqu\u00edn Roca Gonz\u00e1lez","raw_affiliation_strings":["Technical University of Cartagena, Cartagena, 30202, Spain","Technical University of Cartagena, Cartagena, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cartagena, Cartagena, 30202, Spain","institution_ids":["https://openalex.org/I3123212020"]},{"raw_affiliation_string":"Technical University of Cartagena, Cartagena, Spain","institution_ids":["https://openalex.org/I3123212020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078391870","display_name":"Inmaculada M\u00e9ndez","orcid":"https://orcid.org/0000-0001-8458-5314"},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Inmaculada M\u00e9ndez","raw_affiliation_strings":["University of Murcia, Espinardo, Murcia, 30100, Spain","University of Murcia, Espinardo, Murcia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Murcia, Espinardo, Murcia, 30100, Spain","institution_ids":["https://openalex.org/I80180929"]},{"raw_affiliation_string":"University of Murcia, Espinardo, Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035565146","display_name":"\u00d3scar Mart\u00ednez Mozos","orcid":"https://orcid.org/0000-0002-3908-4921"},"institutions":[{"id":"https://openalex.org/I3123212020","display_name":"Universidad Polit\u00e9cnica de Cartagena","ror":"https://ror.org/02k5kx966","country_code":"ES","type":"education","lineage":["https://openalex.org/I3123212020"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Martinez Mozos","raw_affiliation_strings":["Technical University of Cartagena, Cartagena, 30202, Spain","Technical University of Cartagena, Cartagena, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cartagena, Cartagena, 30202, Spain","institution_ids":["https://openalex.org/I3123212020"]},{"raw_affiliation_string":"Technical University of Cartagena, Cartagena, Spain","institution_ids":["https://openalex.org/I3123212020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2019","issue":null,"first_page":"6930","last_page":"6934"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.8649001121520996},{"id":"https://openalex.org/keywords/happiness","display_name":"Happiness","score":0.846102237701416},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5720248222351074},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.562350869178772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5118162035942078},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.4971294701099396},{"id":"https://openalex.org/keywords/elderly-people","display_name":"Elderly people","score":0.4732307195663452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.434908926486969},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4309491217136383},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39627623558044434},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3464709222316742},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.21351712942123413},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.15995565056800842},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.148260235786438},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.1338847577571869},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.11311447620391846},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10868173837661743},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.09965077042579651}],"concepts":[{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.8649001121520996},{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.846102237701416},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5720248222351074},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.562350869178772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5118162035942078},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.4971294701099396},{"id":"https://openalex.org/C3018697994","wikidata":"https://www.wikidata.org/wiki/Q191089","display_name":"Elderly people","level":2,"score":0.4732307195663452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.434908926486969},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4309491217136383},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39627623558044434},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3464709222316742},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.21351712942123413},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.15995565056800842},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.148260235786438},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.1338847577571869},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.11311447620391846},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10868173837661743},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.09965077042579651}],"mesh":[{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2019.8857847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857847","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:31947433","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31947433","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:arXiv.org:2603.11230","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2603.11230","pdf_url":"https://arxiv.org/pdf/2603.11230","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2603.11230","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2603.11230","pdf_url":"https://arxiv.org/pdf/2603.11230","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310087","display_name":"Fundaci\u00f3n S\u00e9neca","ror":"https://ror.org/03q68pf65"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2979362506.pdf","grobid_xml":"https://content.openalex.org/works/W2979362506.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1504066653","https://openalex.org/W1543168978","https://openalex.org/W1644143258","https://openalex.org/W1912166081","https://openalex.org/W1967974729","https://openalex.org/W1985541164","https://openalex.org/W2032512569","https://openalex.org/W2051867893","https://openalex.org/W2114613490","https://openalex.org/W2120945046","https://openalex.org/W2129860303","https://openalex.org/W2131855056","https://openalex.org/W2148905283","https://openalex.org/W2149628368","https://openalex.org/W2152423878","https://openalex.org/W2153635508","https://openalex.org/W2154145109","https://openalex.org/W2171801645","https://openalex.org/W2235060430","https://openalex.org/W2242530628","https://openalex.org/W2368514363","https://openalex.org/W2520289546","https://openalex.org/W2742338588","https://openalex.org/W2760945358","https://openalex.org/W2793628355","https://openalex.org/W2987282608","https://openalex.org/W3120421331","https://openalex.org/W6640174009","https://openalex.org/W6679234729","https://openalex.org/W6679579888","https://openalex.org/W6682184950","https://openalex.org/W6690195860"],"related_works":["https://openalex.org/W2032086542","https://openalex.org/W2347830809","https://openalex.org/W2377373329","https://openalex.org/W4386390828","https://openalex.org/W162406202","https://openalex.org/W2349081792","https://openalex.org/W2384920399","https://openalex.org/W2958975824","https://openalex.org/W3027220834","https://openalex.org/W2598933631"],"abstract_inverted_index":{"We":[0],"present":[1],"an":[2],"intelligent":[3],"wearable":[4],"system":[5,21],"to":[6,27,46,50],"monitor":[7],"and":[8,70,86],"predict":[9,52],"mood":[10,54,68],"states":[11,55],"of":[12,24,77,84],"elderly":[13],"people":[14],"during":[15],"their":[16],"daily":[17],"life":[18],"activities.":[19],"Our":[20,62],"is":[22,44],"composed":[23],"a":[25,34,48],"wristband":[26],"record":[28],"different":[29,53],"physiological":[30],"activities":[31],"together":[32],"with":[33,74],"mobile":[35],"app":[36],"for":[37],"ecological":[38],"momentary":[39],"assessment":[40],"(EMA).":[41],"Machine":[42],"learning":[43],"used":[45],"train":[47],"classifier":[49],"automatically":[51],"based":[56],"on":[57,67],"the":[58,75,78,81],"smart":[59],"band":[60],"only.":[61],"approach":[63],"shows":[64],"promising":[65],"results":[66,72],"accuracy":[69],"provides":[71],"comparable":[73],"state":[76],"art":[79],"in":[80],"specific":[82],"detection":[83],"happiness":[85],"activeness.":[87]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}