{"id":"https://openalex.org/W4416962834","doi":"https://doi.org/10.1109/icumt67815.2025.11268739","title":"Investigating the Generalizability of Emotion Detection via Wearable Physiological Sensors: EmoWear Usecase","display_name":"Investigating the Generalizability of Emotion Detection via Wearable Physiological Sensors: EmoWear Usecase","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W4416962834","doi":"https://doi.org/10.1109/icumt67815.2025.11268739"},"language":"en","primary_location":{"id":"doi:10.1109/icumt67815.2025.11268739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt67815.2025.11268739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.20081098","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058504920","display_name":"Aleksandr Ometov","orcid":"https://orcid.org/0000-0003-3412-1639"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Aleksandr Ometov","raw_affiliation_strings":["Tampere University,Tampere,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University,Tampere,Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101690436","display_name":"Hsiao-Chun Lin","orcid":"https://orcid.org/0000-0003-0580-8634"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Hsiao-Chun Lin","raw_affiliation_strings":["Tampere University,Tampere,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University,Tampere,Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006353589","display_name":"Anzhelika Mezina","orcid":"https://orcid.org/0000-0001-8965-6193"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Anzhelika Mezina","raw_affiliation_strings":["Brno University of Technology,Brno,Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Brno,Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001393159","display_name":"Otso Arponen","orcid":"https://orcid.org/0000-0002-8541-0126"},"institutions":[{"id":"https://openalex.org/I4210126318","display_name":"Tampere University Hospital","ror":"https://ror.org/02hvt5f17","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I4210126318"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Otso Arponen","raw_affiliation_strings":["TAYS Hospital,Tampere,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TAYS Hospital,Tampere,Finland","institution_ids":["https://openalex.org/I4210126318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000812812","display_name":"Mohammad Hasan Rahmani","orcid":"https://orcid.org/0000-0002-0241-8270"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Mohammad Hasan Rahmani","raw_affiliation_strings":["University of Antwerp,CoSys-Lab, Faculty of Applied Engineering,Antwerp,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Antwerp,CoSys-Lab, Faculty of Applied Engineering,Antwerp,Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084497699","display_name":"Kaarina Nikunen","orcid":"https://orcid.org/0000-0002-5747-4093"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kaarina Nikunen","raw_affiliation_strings":["Tampere University,Tampere,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University,Tampere,Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035297149","display_name":"Jari Nurmi","orcid":"https://orcid.org/0000-0003-2169-4606"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jari Nurmi","raw_affiliation_strings":["Tampere University,Tampere,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University,Tampere,Finland","institution_ids":["https://openalex.org/I166825849"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5058504920"],"corresponding_institution_ids":["https://openalex.org/I166825849"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37645327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"199","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9696999788284302,"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":0.9696999788284302,"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":0.010200000368058681,"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"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.003700000001117587,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/generalizability-theory","display_name":"Generalizability theory","score":0.8871999979019165},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6000999808311462},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5999000072479248},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.5702999830245972},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5357000231742859},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4984999895095825},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.4650999903678894},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4259999990463257}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8871999979019165},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6000999808311462},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5999000072479248},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5845999717712402},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.5702999830245972},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5357000231742859},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4984999895095825},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.49399998784065247},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4650999903678894},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4259999990463257},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4009000062942505},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.3653999865055084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3458000123500824},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.3440000116825104},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.30559998750686646},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.30469998717308044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29660001397132874},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C2776141551","wikidata":"https://www.wikidata.org/wiki/Q16000087","display_name":"Emotion perception","level":3,"score":0.2517000138759613},{"id":"https://openalex.org/C2988148770","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion detection","level":3,"score":0.25110000371932983}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icumt67815.2025.11268739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt67815.2025.11268739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-article"},{"id":"pmh:oai:trepo.tuni.fi:10024/232411","is_oa":false,"landing_page_url":"https://trepo.tuni.fi/handle/10024/232411","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"conference"},{"id":"doi:10.5281/zenodo.20081098","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.20081098","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.5281/zenodo.20081099","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.20081099","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.5281/zenodo.20081098","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.20081098","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2002055708","https://openalex.org/W2103943262","https://openalex.org/W3047598231","https://openalex.org/W4210271795","https://openalex.org/W4392138827","https://openalex.org/W4399074768","https://openalex.org/W4399808780","https://openalex.org/W4401381260","https://openalex.org/W4405802662","https://openalex.org/W4410471794","https://openalex.org/W4411413322"],"related_works":[],"abstract_inverted_index":{"Emotion":[0],"detection":[1],"is":[2],"increasingly":[3],"recognized":[4],"as":[5,35],"a":[6,19,36,92],"foundational":[7],"component":[8],"in":[9,119,131],"the":[10,31,51,79,113,124],"evolution":[11],"of":[12,126],"intelligent":[13],"eHealth":[14],"systems.":[15],"This":[16],"paper":[17],"presents":[18],"personalized":[20,82],"methodology":[21],"for":[22,27,81,117],"identifying":[23],"relevant":[24],"physiological":[25],"sensors":[26],"emotion":[28,132],"recognition,":[29],"using":[30],"open-access":[32],"EmoWear":[33],"dataset":[34],"case":[37],"study.":[38],"The":[39,63],"proposed":[40],"framework":[41],"applies":[42],"statistical":[43],"feature":[44],"extraction":[45],"and":[46,55,61,83,122,128],"correlation":[47,94],"analysis":[48,114],"to":[49],"examine":[50],"relationship":[52],"between":[53],"biosignals":[54],"emotional":[56,74],"states,":[57],"specifically":[58],"valence,":[59,96],"arousal,":[60],"dominance.":[62],"findings":[64],"indicate":[65],"that":[66],"no":[67],"single":[68],"sensor":[69],"modality":[70],"universally":[71],"correlates":[72],"with":[73,95,105],"states":[75],"across":[76],"individuals,":[77],"reinforcing":[78],"need":[80],"multimodal":[84],"approaches.":[85],"Notably,":[86],"Electrodermal":[87],"Activity":[88],"(EDA)":[89],"activity":[90],"showed":[91],"higher":[93],"whereas":[97],"Skin":[98],"Temperature":[99],"(SKT)":[100],"was":[101],"more":[102],"closely":[103],"associated":[104],"arousal;":[106],"however,":[107],"inter-individual":[108],"variability":[109],"remained":[110],"significant.":[111],"Overall,":[112],"highlights":[115],"challenges":[116],"generalizability":[118],"affective":[120],"computing":[121],"emphasizes":[123],"importance":[125],"context":[127],"individual":[129],"differences":[130],"expression.":[133]},"counts_by_year":[],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-12-03T00:00:00"}