{"id":"https://openalex.org/W7163078133","doi":"https://doi.org/10.1109/access.2026.3698962","title":"Quantifying Emotion Dynamics for Multi-Label Detection of Mental Health Disorders From Twitter","display_name":"Quantifying Emotion Dynamics for Multi-Label Detection of Mental Health Disorders From Twitter","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7163078133","doi":"https://doi.org/10.1109/access.2026.3698962"},"language":"en","primary_location":{"id":"doi:10.1109/access.2026.3698962","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3698962","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2026.3698962","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137597439","display_name":"Calista V. Heryadi","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Calista Vimalametta Heryadi","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0009-0003-4108-540X","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137594689","display_name":"Lulu I. Qurotaini","orcid":"https://orcid.org/0009-0000-7577-6434"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Lulu Ilmaknun Qurotaini","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0009-0000-7577-6434","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137541698","display_name":"Alfan F. Wicaksono","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Alfan Farizki Wicaksono","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0009-0001-9608-7889","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137612320","display_name":"Meganingrum A. Jiwanggi","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Meganingrum Arista Jiwanggi","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-0460-5934","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028024234","display_name":"Betty Purwandari","orcid":"https://orcid.org/0000-0003-0409-3745"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Betty Purwandari","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-0409-3745","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103898082","display_name":"I Y Budi","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Indra Budi","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-2107-6552","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Beji, Depok, West Java, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I29617571"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71642114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"87557","last_page":"87573"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.8949000239372253,"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"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.8949000239372253,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.03610000014305115,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11519","display_name":"Digital Mental Health Interventions","score":0.008299999870359898,"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/mental-health","display_name":"Mental health","score":0.550599992275238},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5483999848365784},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.35569998621940613},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.29820001125335693}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.550599992275238},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5483999848365784},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4830000102519989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42399999499320984},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.35569998621940613},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.32989999651908875},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.29820001125335693},{"id":"https://openalex.org/C2988148770","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion detection","level":3,"score":0.296999990940094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.274399995803833},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2460000067949295}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2026.3698962","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3698962","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:80b4ee6eb2f04454b748b32796c698c7","is_oa":false,"landing_page_url":"https://doaj.org/article/80b4ee6eb2f04454b748b32796c698c7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 14, Pp 87557-87573 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2026.3698962","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3698962","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"prevalence":[1],"of":[2,58,80,85,157,170,202],"mental":[3,59,98,212],"health":[4,60,99,213],"disorders":[5,100,138],"worldwide":[6],"has":[7,65],"only":[8,66],"increased":[9],"over":[10],"the":[11,31,78,137,194,208],"years,":[12],"yet":[13],"traditional":[14],"diagnostic":[15],"approaches":[16],"remain":[17],"inadequate":[18],"due":[19],"to":[20,33,40],"various":[21],"limitations":[22],"in":[23,93,101],"its":[24],"system.":[25],"Machine":[26],"learning":[27,177,187],"detection":[28,215],"models":[29,178],"have":[30],"potential":[32],"act":[34],"as":[35,55],"supplementary":[36],"tools":[37],"for":[38,199,210,218],"psychiatrists":[39],"overcome":[41],"these":[42],"limitations.":[43],"Recent":[44],"studies":[45],"proposed":[46],"emotion":[47,82,182],"dynamics":[48,83],"extracted":[49,88],"from":[50,89,139],"social":[51],"media":[52],"text":[53,91],"posts":[54,92],"useful":[56],"indicators":[57],"disorders.":[61],"However,":[62],"their":[63],"effectiveness":[64],"been":[67],"tested":[68],"between":[69],"afflicted":[70],"individuals":[71],"and":[72,95,121,154,179],"healthy":[73],"individuals.":[74],"This":[75,205],"research":[76,206],"explores":[77],"use":[79],"utterance":[81],"(UED)":[84],"eleven":[86],"emotions":[87],"Twitter":[90],"analyzing":[94],"detecting":[96],"eight":[97],"a":[102,200],"multi-label":[103,211],"setting:":[104],"attention-deficit/hyperactivity":[105],"disorder":[106,113,116,124,203,214],"(ADHD),":[107],"anxiety,":[108],"bipolar,":[109],"depression,":[110],"major":[111],"depressive":[112],"(MDD),":[114],"obsessive-compulsive":[115],"(OCD),":[117],"post-partum":[118],"depression":[119],"(PPD),":[120],"post-traumatic":[122],"stress":[123],"(PTSD).":[125],"Logistic":[126],"regression":[127],"analysis":[128],"yields":[129],"33":[130],"unique":[131],"characteristic":[132,143],"UED-emotion":[133],"features":[134,144,174,192],"that":[135],"differentiates":[136],"each":[140],"other.":[141],"UED":[142,173,217],"include":[145],"displacement":[146,148],"count,":[147],"length,":[149],"peak":[150],"distance,":[151],"rise":[152],"rate,":[153],"recovery":[155],"rate":[156],"varying":[158],"emotions.":[159],"Binary":[160],"relevance":[161],"classification":[162],"experiments":[163],"yield":[164],"an":[165],"average":[166],"binary":[167],"F1":[168],"score":[169],"0.258":[171],"using":[172,181,216],"on":[175,185],"shallow":[176],"0.222":[180],"time":[183],"series":[184],"deep":[186],"models.":[188,204],"Non-collinear":[189],"statistically":[190],"significant":[191],"is":[193],"most":[195],"effective":[196],"feature":[197],"set":[198],"majority":[201],"lays":[207],"groundwork":[209],"future":[219],"research.":[220]},"counts_by_year":[],"updated_date":"2026-06-18T08:10:14.011955","created_date":"2026-06-02T00:00:00"}