{"id":"https://openalex.org/W4401073211","doi":"https://doi.org/10.1109/taffc.2024.3434482","title":"The Expression of Happiness in Social Media of Individuals Reporting Depression","display_name":"The Expression of Happiness in Social Media of Individuals Reporting Depression","publication_year":2024,"publication_date":"2024-07-29","ids":{"openalex":"https://openalex.org/W4401073211","doi":"https://doi.org/10.1109/taffc.2024.3434482"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2024.3434482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2024.3434482","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Transactions on Affective Computing","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/A5032922541","display_name":"Ana-Maria Bucur","orcid":"https://orcid.org/0000-0003-2433-8877"},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Ana-Maria Bucur","raw_affiliation_strings":["Interdisciplinary School of Doctoral Studies, University of Bucharest, Bucharest, Romania","Interdisciplinary School of Doctoral Studies, University of Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary School of Doctoral Studies, University of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I141595442"]},{"raw_affiliation_string":"Interdisciplinary School of Doctoral Studies, University of Bucharest, Romania","institution_ids":["https://openalex.org/I141595442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000097002","display_name":"Berta Chulvi","orcid":"https://orcid.org/0000-0003-1169-0978"},"institutions":[{"id":"https://openalex.org/I1317635190","display_name":"Valve (United States)","ror":"https://ror.org/020esap58","country_code":"US","type":"company","lineage":["https://openalex.org/I1317635190"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Berta Chulvi","raw_affiliation_strings":["Social Psychology Department, Universitat de València, València, Spain","Social Psychology Department, Universitat de València, Spain"],"affiliations":[{"raw_affiliation_string":"Social Psychology Department, Universitat de València, València, Spain","institution_ids":["https://openalex.org/I1317635190"]},{"raw_affiliation_string":"Social Psychology Department, Universitat de València, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070209606","display_name":"Adrian Cosma","orcid":"https://orcid.org/0000-0003-0307-2520"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Adrian Cosma","raw_affiliation_strings":["Computer Science Department, University Politèhnica of Bucharest, Bucharest, Romania","Computer Science Department, University Politehnica of Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University Politèhnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Computer Science Department, University Politehnica of Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053947754","display_name":"Paolo Rosso","orcid":"https://orcid.org/0000-0002-8922-1242"},"institutions":[{"id":"https://openalex.org/I1317635190","display_name":"Valve (United States)","ror":"https://ror.org/020esap58","country_code":"US","type":"company","lineage":["https://openalex.org/I1317635190"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES","US"],"is_corresponding":false,"raw_author_name":"Paolo Rosso","raw_affiliation_strings":["PRHLT Research Center, Universitat Politècnica de València, València, Spain","PRHLT Research Center, Universitat Politècnica de València, Spain"],"affiliations":[{"raw_affiliation_string":"PRHLT Research Center, Universitat Politècnica de València, València, Spain","institution_ids":["https://openalex.org/I1317635190"]},{"raw_affiliation_string":"PRHLT Research Center, Universitat Politècnica de València, Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032922541"],"corresponding_institution_ids":["https://openalex.org/I141595442"],"apc_list":null,"apc_paid":null,"fwci":1.0347,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7776423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"16","issue":"1","first_page":"360","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14265","display_name":"Social and Behavioral Studies","score":0.8651000261306763,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14265","display_name":"Social and Behavioral Studies","score":0.8651000261306763,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11761","display_name":"Resilience and Mental Health","score":0.8521999716758728,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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":0.810699999332428,"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/happiness","display_name":"Happiness","score":0.8620554208755493},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.6960890293121338},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.6728766560554504},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6585521697998047},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5626775622367859},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.4208413362503052},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.33052417635917664},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2852741479873657},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19960370659828186}],"concepts":[{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.8620554208755493},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.6960890293121338},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.6728766560554504},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6585521697998047},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5626775622367859},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4208413362503052},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.33052417635917664},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2852741479873657},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19960370659828186},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taffc.2024.3434482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2024.3434482","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Transactions on Affective Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5899999737739563,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W150582669","https://openalex.org/W1494741450","https://openalex.org/W1523296404","https://openalex.org/W1967716814","https://openalex.org/W1977115530","https://openalex.org/W1979504415","https://openalex.org/W1987554854","https://openalex.org/W1992026509","https://openalex.org/W2006905596","https://openalex.org/W2027959552","https://openalex.org/W2030382014","https://openalex.org/W2050871273","https://openalex.org/W2052265621","https://openalex.org/W2052729098","https://openalex.org/W2054590231","https://openalex.org/W2055218553","https://openalex.org/W2063115221","https://openalex.org/W2075670547","https://openalex.org/W2076009065","https://openalex.org/W2097532544","https://openalex.org/W2099068279","https://openalex.org/W2105853798","https://openalex.org/W2115459266","https://openalex.org/W2116043180","https://openalex.org/W2123329834","https://openalex.org/W2123958887","https://openalex.org/W2127259621","https://openalex.org/W2147152072","https://openalex.org/W2163553687","https://openalex.org/W2182854643","https://openalex.org/W2208479671","https://openalex.org/W2251470557","https://openalex.org/W2552997063","https://openalex.org/W2609632515","https://openalex.org/W2741004402","https://openalex.org/W2807449743","https://openalex.org/W2899867782","https://openalex.org/W2904422474","https://openalex.org/W2908543495","https://openalex.org/W2914099135","https://openalex.org/W2946396904","https://openalex.org/W2952475558","https://openalex.org/W2962848499","https://openalex.org/W2963261455","https://openalex.org/W2963341956","https://openalex.org/W2995249028","https://openalex.org/W2995543444","https://openalex.org/W2998234722","https://openalex.org/W3003562473","https://openalex.org/W3013908145","https://openalex.org/W3018413731","https://openalex.org/W3022185682","https://openalex.org/W3033757400","https://openalex.org/W3033913896","https://openalex.org/W3034323190","https://openalex.org/W3153176813","https://openalex.org/W3157024423","https://openalex.org/W3158319502","https://openalex.org/W3166185110","https://openalex.org/W3196695416","https://openalex.org/W3203764001","https://openalex.org/W3217431042","https://openalex.org/W4206786304","https://openalex.org/W4242883546","https://openalex.org/W4253564605","https://openalex.org/W4284695904","https://openalex.org/W4293690295","https://openalex.org/W4295720246","https://openalex.org/W4327657987","https://openalex.org/W4385572715","https://openalex.org/W6631190155","https://openalex.org/W6639619044","https://openalex.org/W6678758578","https://openalex.org/W6738839275","https://openalex.org/W6747737233","https://openalex.org/W6753795921","https://openalex.org/W6758555375","https://openalex.org/W6761632575","https://openalex.org/W6761643289","https://openalex.org/W6762326144","https://openalex.org/W6765939562","https://openalex.org/W6766673545","https://openalex.org/W6778959230","https://openalex.org/W6782410572","https://openalex.org/W6784642308","https://openalex.org/W6797881559","https://openalex.org/W6810311456","https://openalex.org/W6810989316"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2032086542","https://openalex.org/W2347830809","https://openalex.org/W2377373329","https://openalex.org/W4386390828","https://openalex.org/W162406202","https://openalex.org/W2349081792","https://openalex.org/W2384920399","https://openalex.org/W2958975824","https://openalex.org/W3027220834"],"abstract_inverted_index":{"Depression":[0],"has":[1,24],"long":[2],"been":[3,26],"studied":[4],"in":[5,52,112,119,135,142,156,161],"the":[6,120,136,162,172],"NLP":[7],"field,":[8],"with":[9,18,92,169],"most":[10],"works":[11,30],"focusing":[12],"on":[13],"individuals\u2019":[14],"negative":[15],"emotions.":[16],"People":[17],"depression":[19,74,121,137,163],"experience":[20],"happiness,":[21],"but":[22],"this":[23,56],"not":[25,48,154],"extensively":[27],"studied.":[28],"Previous":[29],"have":[31],"shown":[32],"that":[33,130],"sentiment":[34],"or":[35],"emotion":[36],"classification":[37],"approaches":[38],"are":[39],"unsuitable":[40],"for":[41],"extracting":[42],"happy":[43,64,85,106,144,167],"moments":[44,65,86,107,145,168],"because":[45],"they":[46],"may":[47],"be":[49],"expressed":[50,139,165],"only":[51],"positive":[53],"words.":[54],"In":[55],"work,":[57],"we":[58],"conduct":[59],"a":[60,73,190],"large-scale":[61],"study":[62],"of":[63,70,117,185,193],"from":[66,87],"social":[67],"media":[68],"texts":[69],"individuals":[71],"mentioning":[72],"diagnosis.":[75],"We":[76,102,128],"develop":[77],"an":[78],"extensive":[79],"deep":[80],"learning-based":[81],"framework":[82],"to":[83],"extract":[84],"text,":[88],"and":[89,97,99,108,115,122,132,188,198],"annotate":[90],"them":[91],"semantic":[93],"topics,":[94,113],"gender":[95],"labels,":[96],"agency":[98,152,170],"sociality":[100,116,141],"measures.":[101],"analyze":[103],"over":[104],"400,000":[105],"show":[109],"significant":[110],"differences":[111],"agency,":[114],"users":[118,134,160],"control":[123,147,173],"groups,":[124],"varying":[125],"by":[126],"gender.":[127],"found":[129],"male":[131,150],"female":[133,159],"group":[138,164],"more":[140],"their":[143],"than":[146,171],"users.":[148],"Furthermore,":[149],"users\u2019":[151],"was":[153],"impaired":[155],"depression,":[157],"while":[158],"fewer":[166],"group.":[174],"Our":[175],"research":[176],"can":[177,182],"inform":[178],"psychology":[179],"interventions,":[180],"which":[181],"foster":[183],"feelings":[184],"longer-lasting":[186],"happiness":[187],"represent":[189],"promising":[191],"path":[192],"collaboration":[194],"between":[195],"computational":[196],"linguistics":[197],"psychology.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}