{"id":"https://openalex.org/W4386947773","doi":"https://doi.org/10.1145/3565066.3608698","title":"Decoding Emotional Valence from Wearables: Can Our Data Reveal Our True Feelings?","display_name":"Decoding Emotional Valence from Wearables: Can Our Data Reveal Our True Feelings?","publication_year":2023,"publication_date":"2023-09-22","ids":{"openalex":"https://openalex.org/W4386947773","doi":"https://doi.org/10.1145/3565066.3608698"},"language":"en","primary_location":{"id":"doi:10.1145/3565066.3608698","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3565066.3608698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on Mobile Human-Computer Interaction","raw_type":"proceedings-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/A5053661052","display_name":"Michal K. Grzeszczyk","orcid":"https://orcid.org/0000-0002-5304-1020"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Michal K. Grzeszczyk","raw_affiliation_strings":["Sano Centre for Computational Medicine, Poland"],"raw_orcid":"https://orcid.org/0000-0002-5304-1020","affiliations":[{"raw_affiliation_string":"Sano Centre for Computational Medicine, Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108000188","display_name":"A. Lisowska","orcid":"https://orcid.org/0009-0008-5706-0262"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Anna Lisowska","raw_affiliation_strings":["Poznan University of Technology, Poland"],"raw_orcid":"https://orcid.org/0009-0008-5706-0262","affiliations":[{"raw_affiliation_string":"Poznan University of Technology, Poland","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080126237","display_name":"Arkadiusz Sitek","orcid":"https://orcid.org/0000-0002-0677-4002"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arkadiusz Sitek","raw_affiliation_strings":["Massachusetts General Hospital, Harvard Medical School, United States"],"raw_orcid":"https://orcid.org/0000-0002-0677-4002","affiliations":[{"raw_affiliation_string":"Massachusetts General Hospital, Harvard Medical School, United States","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018044297","display_name":"Aneta Lisowska","orcid":"https://orcid.org/0000-0002-4489-5956"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Aneta Lisowska","raw_affiliation_strings":["Poznan University of Technology, Poland"],"raw_orcid":"https://orcid.org/0000-0002-4489-5956","affiliations":[{"raw_affiliation_string":"Poznan University of Technology, Poland","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053661052"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7463,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73517943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.998199999332428,"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":0.998199999332428,"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":0.9968000054359436,"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":0.994700014591217,"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/valence","display_name":"Valence (chemistry)","score":0.8231514692306519},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8202479481697083},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.6670864820480347},{"id":"https://openalex.org/keywords/emotional-valence","display_name":"Emotional valence","score":0.6360065340995789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5404852628707886},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5082454085350037},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5049286484718323},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.503415048122406},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.43294867873191833},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.350190669298172},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3436223864555359},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.14349907636642456},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.13059967756271362},{"id":"https://openalex.org/keywords/psychotherapist","display_name":"Psychotherapist","score":0.08029448986053467}],"concepts":[{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.8231514692306519},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8202479481697083},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.6670864820480347},{"id":"https://openalex.org/C3020774634","wikidata":"https://www.wikidata.org/wiki/Q3113318","display_name":"Emotional valence","level":3,"score":0.6360065340995789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5404852628707886},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5082454085350037},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5049286484718323},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.503415048122406},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.43294867873191833},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.350190669298172},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3436223864555359},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.14349907636642456},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13059967756271362},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.08029448986053467},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3565066.3608698","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3565066.3608698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on Mobile Human-Computer Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2108846476","https://openalex.org/W2492893994","https://openalex.org/W2807447523","https://openalex.org/W2894771803","https://openalex.org/W2903893015","https://openalex.org/W2917316317","https://openalex.org/W2937732310","https://openalex.org/W2997591727","https://openalex.org/W3003750636","https://openalex.org/W3021080764","https://openalex.org/W3090995629","https://openalex.org/W3103291722","https://openalex.org/W3195839538"],"related_works":["https://openalex.org/W4294124690","https://openalex.org/W4243820032","https://openalex.org/W2915671565","https://openalex.org/W3090300519","https://openalex.org/W4312138225","https://openalex.org/W4252711001","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2015330565"],"abstract_inverted_index":{"Automatic":[0],"detection":[1],"and":[2,40,67,74,128],"tracking":[3],"of":[4,45,90,107,116,136,149],"emotional":[5],"states":[6],"has":[7],"the":[8,35,43,62,88,104,108,114,147],"potential":[9],"for":[10,143],"helping":[11],"individuals":[12],"with":[13],"various":[14],"mental":[15,41,151],"health":[16,152],"conditions.":[17],"While":[18],"previous":[19],"studies":[20,66],"have":[21],"captured":[22],"physiological":[23,38],"signals":[24],"using":[25],"wearable":[26],"devices":[27],"in":[28,53,92,96,124,146],"laboratory":[29],"settings,":[30],"providing":[31],"valuable":[32],"insights":[33],"into":[34],"relationship":[36],"between":[37,64,126],"responses":[39],"states,":[42],"transfer":[44],"these":[46],"findings":[47,120],"to":[48,60,86],"real-life":[49,68],"scenarios":[50],"is":[51],"still":[52],"its":[54],"nascent":[55],"stages.":[56],"Our":[57,119],"research":[58,139,145],"aims":[59],"bridge":[61],"gap":[63],"laboratory-based":[65],"settings":[69],"by":[70],"leveraging":[71],"consumer-grade":[72],"wearables":[73,91],"self-report":[75],"measures.":[76],"We":[77],"conducted":[78],"a":[79],"preliminary":[80],"study":[81],"involving":[82],"15":[83],"healthy":[84],"participants":[85],"assess":[87],"efficacy":[89],"capturing":[93],"user":[94],"valence":[95,117],"real-world":[97],"settings.":[98],"In":[99],"this":[100],"paper,":[101],"we":[102],"present":[103],"initial":[105],"analysis":[106],"collected":[109],"data,":[110],"focusing":[111],"primarily":[112],"on":[113],"results":[115,123],"classification.":[118],"demonstrate":[121],"promising":[122],"distinguishing":[125],"high":[127],"low":[129],"positive":[130],"valence,":[131],"achieving":[132],"an":[133],"F1":[134],"score":[135],"0.65.":[137],"This":[138],"opens":[140],"up":[141],"avenues":[142],"future":[144],"field":[148],"mobile":[150],"interventions.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
