{"id":"https://openalex.org/W4392642838","doi":"https://doi.org/10.1109/jiot.2024.3375299","title":"<i>SOSW</i>: Stress Sensing With Off-the-Shelf Smartwatches in the Wild","display_name":"<i>SOSW</i>: Stress Sensing With Off-the-Shelf Smartwatches in the Wild","publication_year":2024,"publication_date":"2024-03-11","ids":{"openalex":"https://openalex.org/W4392642838","doi":"https://doi.org/10.1109/jiot.2024.3375299"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3375299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3375299","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080541093","display_name":"Kobiljon Toshnazarov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kobiljon Toshnazarov","raw_affiliation_strings":["Energy AI, KENTECH, Naju, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-7622-3900","affiliations":[{"raw_affiliation_string":"Energy AI, KENTECH, Naju, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058987035","display_name":"Uichin Lee","orcid":"https://orcid.org/0000-0002-1888-1569"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Uichin Lee","raw_affiliation_strings":["Department of Energy Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-1888-1569","affiliations":[{"raw_affiliation_string":"Department of Energy Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009785704","display_name":"Byung Hyung Kim","orcid":"https://orcid.org/0000-0003-3374-0876"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byung Hyung Kim","raw_affiliation_strings":["Department of Artificial Intelligence, Inha University, Incheon, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-3374-0876","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036254245","display_name":"Varun Mishra","orcid":"https://orcid.org/0000-0003-3891-5460"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Varun Mishra","raw_affiliation_strings":["Khoury College of Computer Sciences, Northeastern University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3891-5460","affiliations":[{"raw_affiliation_string":"Khoury College of Computer Sciences, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004312885","display_name":"Lismer Andr\u00e9s C\u00e1ceres Najarro","orcid":"https://orcid.org/0000-0002-2784-0953"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lismer Andres Caceres Najarro","raw_affiliation_strings":["Energy AI, KENTECH, Naju, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-2784-0953","affiliations":[{"raw_affiliation_string":"Energy AI, KENTECH, Naju, South Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002989711","display_name":"Youngtae Noh","orcid":"https://orcid.org/0000-0002-9173-1575"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngtae Noh","raw_affiliation_strings":["Department of Data Science, Hanyang University, Seongdong, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-9173-1575","affiliations":[{"raw_affiliation_string":"Department of Data Science, Hanyang University, Seongdong, South Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.1841,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96743256,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":"12","first_page":"21527","last_page":"21545"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9937000274658203,"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":0.9937000274658203,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smartwatch","display_name":"Smartwatch","score":0.8108153343200684},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.680815577507019},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.4552820920944214},{"id":"https://openalex.org/keywords/off-the-shelf","display_name":"Off the shelf","score":0.41329655051231384},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2306818962097168},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.15553849935531616}],"concepts":[{"id":"https://openalex.org/C29794715","wikidata":"https://www.wikidata.org/wiki/Q5362345","display_name":"Smartwatch","level":3,"score":0.8108153343200684},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.680815577507019},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.4552820920944214},{"id":"https://openalex.org/C2982819384","wikidata":"https://www.wikidata.org/wiki/Q7078910","display_name":"Off the shelf","level":2,"score":0.41329655051231384},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2306818962097168},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.15553849935531616},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3375299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3375299","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G6471648411","display_name":null,"funder_award_id":"NRF-2021M3A9E4080780","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8966714147","display_name":null,"funder_award_id":"NRF-2021R111A1A01041257","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W968984893","https://openalex.org/W1984288569","https://openalex.org/W1993959534","https://openalex.org/W2017864936","https://openalex.org/W2032512569","https://openalex.org/W2040975718","https://openalex.org/W2076507733","https://openalex.org/W2078592335","https://openalex.org/W2081209512","https://openalex.org/W2090296913","https://openalex.org/W2114667458","https://openalex.org/W2119121237","https://openalex.org/W2120279490","https://openalex.org/W2144923054","https://openalex.org/W2171440972","https://openalex.org/W2171801645","https://openalex.org/W2402564818","https://openalex.org/W2592377534","https://openalex.org/W2611370836","https://openalex.org/W2732051544","https://openalex.org/W2737549857","https://openalex.org/W2740969659","https://openalex.org/W2742338588","https://openalex.org/W2770746328","https://openalex.org/W2792140820","https://openalex.org/W2808698744","https://openalex.org/W2889730139","https://openalex.org/W2898767979","https://openalex.org/W2912091137","https://openalex.org/W2917316317","https://openalex.org/W2937732310","https://openalex.org/W2943541732","https://openalex.org/W2944738013","https://openalex.org/W2950370503","https://openalex.org/W2955237239","https://openalex.org/W2971526326","https://openalex.org/W2972463583","https://openalex.org/W2972945127","https://openalex.org/W2998284875","https://openalex.org/W3005348902","https://openalex.org/W3007858460","https://openalex.org/W3014609214","https://openalex.org/W3017334854","https://openalex.org/W3045518508","https://openalex.org/W3087944197","https://openalex.org/W3112573422","https://openalex.org/W3115968411","https://openalex.org/W3169580333","https://openalex.org/W3183637793","https://openalex.org/W4231738588","https://openalex.org/W4310554285","https://openalex.org/W4364322998","https://openalex.org/W6679234729","https://openalex.org/W6747514317"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4235505747","https://openalex.org/W2509150193","https://openalex.org/W2399063318","https://openalex.org/W1011691107","https://openalex.org/W2096760943","https://openalex.org/W2604634028","https://openalex.org/W4285407892"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,16,57,116,127,153,158],"wearable":[3],"technology":[4],"have":[5],"led":[6],"to":[7,39,151,168],"the":[8,40,48,172,175],"development":[9],"of":[10,50,149,174],"various":[11],"methods":[12,25,177],"for":[13,54,69],"stress":[14,55],"sensing":[15],"both":[17,76],"controlled":[18,102,128],"laboratory":[19,103,129,154],"and":[20,78,95,111,124,130,156],"real-life":[21,58,117,131,159],"environments.":[22],"However,":[23],"existing":[24],"often":[26],"rely":[27,179],"on":[28,180],"specialized":[29],"or":[30],"expensive":[31],"sensors":[32],"that":[33,137,178],"may":[34],"not":[35],"be":[36],"easily":[37],"accessible":[38],"general":[41],"population.":[42],"In":[43],"this":[44],"study,":[45],"we":[46,63],"investigate":[47],"feasibility":[49],"using":[51,97,113,161],"off-the-shelf":[52,162],"smartwatches":[53],"detection":[56],"scenarios.":[59],"To":[60],"achieve":[61],"this,":[62],"propose":[64],"SOSW,":[65],"a":[66,83],"comprehensive":[67],"methodology":[68,139],"robust":[70],"sensor":[71],"data":[72,100,114],"processing":[73],"by":[74,171],"considering":[75],"physiological":[77],"contextual":[79],"data.":[80],"SOSW":[81],"employs":[82],"two-layer":[84],"machine":[85],"learning":[86],"(ML)":[87],"architecture.":[88],"The":[89,105,134,164],"first-layer":[90],"ML":[91,107],"model":[92,108],"is":[93,109],"trained":[94,110],"validated":[96,112],"carefully":[98],"collected":[99,115],"under":[101],"conditions.":[104],"second-layer":[106],"settings.":[118],"We":[119],"conducted":[120],"evaluations":[121],"with":[122,145],"26":[123],"18":[125],"participants":[126],"conditions,":[132],"respectively.":[133],"results":[135,165],"indicate":[136],"our":[138],"can":[140],"successfully":[141],"detect":[142],"stressful":[143],"events":[144],"an":[146],"F-1":[147],"score":[148],"up":[150],"0.84":[152],"conditions":[155],"0.71":[157],"scenarios":[160],"smartwatches.":[163],"are":[166],"comparable":[167],"those":[169],"achieved":[170],"state":[173],"art":[176],"dedicated":[181],"wearables.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2024-03-12T00:00:00"}