{"id":"https://openalex.org/W4323346050","doi":"https://doi.org/10.1109/mis.2022.3221854","title":"Affect Detection From Wearables in the \u201cReal\u201d Wild: Fact, Fantasy, or Somewhere In between?","display_name":"Affect Detection From Wearables in the \u201cReal\u201d Wild: Fact, Fantasy, or Somewhere In between?","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4323346050","doi":"https://doi.org/10.1109/mis.2022.3221854"},"language":"en","primary_location":{"id":"doi:10.1109/mis.2022.3221854","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mis.2022.3221854","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"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 Intelligent Systems","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/A5008316506","display_name":"Sidney K. D\u2019Mello","orcid":"https://orcid.org/0000-0003-0347-2807"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sidney K. D\u2019Mello","raw_affiliation_strings":["University of Colorado Boulder, Boulder, CO, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, Boulder, CO, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036735405","display_name":"Brandon M. Booth","orcid":"https://orcid.org/0000-0002-5780-8882"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brandon M. Booth","raw_affiliation_strings":["University of Colorado Boulder, Boulder, CO, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, Boulder, CO, USA","institution_ids":["https://openalex.org/I188538660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008316506"],"corresponding_institution_ids":["https://openalex.org/I188538660"],"apc_list":null,"apc_paid":null,"fwci":3.0248,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.91107011,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"38","issue":"1","first_page":"76","last_page":"84"},"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":0.9891999959945679,"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/T12496","display_name":"Color perception and design","score":0.9391999840736389,"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":0.8031704425811768},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.7953254580497742},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7848124504089355},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7328388690948486},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6452962756156921},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.4648984968662262},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.45754122734069824},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.44716769456863403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3668610453605652},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2511735260486603},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1300927698612213},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.08847525715827942},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.08681666851043701}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8031704425811768},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.7953254580497742},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7848124504089355},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7328388690948486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6452962756156921},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.4648984968662262},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.45754122734069824},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44716769456863403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3668610453605652},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2511735260486603},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1300927698612213},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.08847525715827942},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.08681666851043701},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mis.2022.3221854","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mis.2022.3221854","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"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 Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G439673627","display_name":null,"funder_award_id":"SES 1928612","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G5037694803","display_name":null,"funder_award_id":"SES 2030599","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"}],"funders":[{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1985867508","https://openalex.org/W2127875809","https://openalex.org/W2573945754","https://openalex.org/W2599743206","https://openalex.org/W2753175802","https://openalex.org/W2801709500","https://openalex.org/W2912483755","https://openalex.org/W2917316317","https://openalex.org/W2974457857","https://openalex.org/W2990947531","https://openalex.org/W3011735246","https://openalex.org/W3020447069","https://openalex.org/W3082061616","https://openalex.org/W3156758076","https://openalex.org/W3163767300","https://openalex.org/W4284964345","https://openalex.org/W4285267541","https://openalex.org/W4289781078"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W2413243053","https://openalex.org/W410723623","https://openalex.org/W2015341305","https://openalex.org/W2035068594","https://openalex.org/W4225593417","https://openalex.org/W2573498121","https://openalex.org/W3022298670","https://openalex.org/W2065033956","https://openalex.org/W3008778967"],"abstract_inverted_index":{"Affect":[0],"detection":[1,22,52],"from":[2],"wearables":[3],"in":[4,14,23,27,54,108],"the":[5,24,28,47,55,58,75,79,94,101,114,118],"\u201creal\u201d":[6],"wild\u2014where":[7],"people":[8],"go":[9],"about":[10],"their":[11,122],"daily":[12],"routines":[13],"heterogeneous":[15],"contexts\u2014is":[16],"a":[17,41,129],"different":[18],"problem":[19],"than":[20],"affect":[21,51],"lab":[25],"or":[26,33],"\u201cquasi\u201d":[29],"wild":[30],"(e.g.,":[31],"curated":[32],"restricted":[34],"contexts).":[35],"The":[36],"U.S.":[37],"government":[38],"recently":[39],"supported":[40],"program":[42],"to":[43,99],"develop":[44],"and":[45,63,105,127],"evaluate":[46],"performance":[48,81,84,107],"of":[49,60,74,96,110,113],"contemporary":[50],"systems":[53],"real-wild":[56],"along":[57],"dimensions":[59],"accuracy,":[61],"robustness,":[62],"generalizability.":[64],"Evaluations":[65],"by":[66],"an":[67],"independent":[68],"testing":[69],"team":[70],"revealed":[71],"that":[72],"none":[73],"performing":[76],"teams":[77],"met":[78],"aspirational":[80],"metrics.":[82],"Alarmingly,":[83],"was":[85],"near":[86],"zero":[87],"for":[88,124],"several":[89],"cases.":[90],"This":[91],"article":[92],"is":[93],"result":[95],"soul":[97],"searching":[98],"reconcile":[100],"chasm":[102],"between":[103],"expected":[104],"achieved":[106],"light":[109],"past":[111],"successes":[112],"field.":[115],"We":[116],"discuss":[117],"major":[119],"challenges":[120],"faced,":[121],"implications":[123],"future":[125],"research,":[126],"suggest":[128],"path":[130],"forward.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
