{"id":"https://openalex.org/W3207122784","doi":"https://doi.org/10.1145/3475957.3482900","title":"Getting Really Wild: Challenges and Opportunities of Real-World Multimodal Affect Detection","display_name":"Getting Really Wild: Challenges and Opportunities of Real-World Multimodal Affect Detection","publication_year":2021,"publication_date":"2021-10-15","ids":{"openalex":"https://openalex.org/W3207122784","doi":"https://doi.org/10.1145/3475957.3482900","mag":"3207122784"},"language":"en","primary_location":{"id":"doi:10.1145/3475957.3482900","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3475957.3482900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge","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/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 DMello","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":1,"corresponding_author_ids":["https://openalex.org/A5008316506"],"corresponding_institution_ids":["https://openalex.org/I188538660"],"apc_list":null,"apc_paid":null,"fwci":0.1753,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55990527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.8707000017166138,"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":0.8707000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.8930739164352417},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6785784959793091},{"id":"https://openalex.org/keywords/mosaic","display_name":"Mosaic","score":0.5035087466239929},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4943857192993164},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.4640589952468872},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3323901891708374},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2807251811027527},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09399530291557312},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.08889394998550415},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.07731860876083374},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.06670844554901123}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.8930739164352417},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6785784959793091},{"id":"https://openalex.org/C110739175","wikidata":"https://www.wikidata.org/wiki/Q133067","display_name":"Mosaic","level":2,"score":0.5035087466239929},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4943857192993164},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.4640589952468872},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3323901891708374},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2807251811027527},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09399530291557312},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.08889394998550415},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.07731860876083374},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.06670844554901123},{"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:10.1145/3475957.3482900","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3475957.3482900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2493552207","https://openalex.org/W2397874377","https://openalex.org/W4249026204","https://openalex.org/W2027673787","https://openalex.org/W2327982655","https://openalex.org/W428377179","https://openalex.org/W2753175802","https://openalex.org/W2809214204","https://openalex.org/W2341941284","https://openalex.org/W201196341"],"abstract_inverted_index":{"Affect":[0],"detection":[1,27,43],"in":[2,14,28,32,52,57],"the":[3,29,33,50,53,58,72],"\"real\"":[4],"wild":[5,35],"-":[6,19],"where":[7],"people":[8],"go":[9],"about":[10],"their":[11,15],"daily":[12],"routines":[13],"homes":[16],"and":[17,109],"workplaces":[18],"is":[20],"arguably":[21],"a":[22],"different":[23],"problem":[24],"than":[25],"affect":[26,42],"lab":[30],"or":[31],"\"quasi\"":[34],"(e.g.,":[36],"YouTube":[37],"videos).":[38],"How":[39],"will":[40],"our":[41],"systems":[44],"hold":[45],"up":[46],"when":[47],"put":[48],"to":[49,65,77,88],"test":[51],"real":[54],"wild?":[55],"Some":[56],"Affective":[59],"Computing":[60],"community":[61],"had":[62],"an":[63,100],"opportunity":[64],"address":[66],"this":[67],"question":[68],"as":[69],"part":[70],"of":[71],"MOSAIC":[73],"(Multimodal":[74],"Objective":[75],"Sensing":[76],"Assess":[78],"Individuals":[79],"with":[80,99],"Context":[81],"[1])":[82],"program":[83],"which":[84],"ran":[85],"from":[86],"2017":[87],"2020.":[89],"Results":[90],"were":[91],"sobering,":[92],"but":[93],"informative.":[94],"I'll":[95],"discuss":[96],"those":[97],"efforts":[98],"emphasis":[101],"on":[102],"performance":[103],"achieved,":[104],"insights":[105],"gleaned,":[106],"challenges":[107],"faced,":[108],"lessons":[110],"learned.":[111]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}