{"id":"https://openalex.org/W4391876881","doi":"https://doi.org/10.1109/access.2024.3366653","title":"Harnessing the Power of Hugging Face Transformers for Predicting Mental Health Disorders in Social Networks","display_name":"Harnessing the Power of Hugging Face Transformers for Predicting Mental Health Disorders in Social Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391876881","doi":"https://doi.org/10.1109/access.2024.3366653"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3366653","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3366653","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":null,"license_id":null,"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.2024.3366653","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092372404","display_name":"Alireza Pourkeyvan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110345","display_name":"Tabaran Institute of Higher Education","ror":"https://ror.org/01qpg5w50","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210110345"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Pourkeyvan","raw_affiliation_strings":["Department of Computer Engineering, Ayandegan Institute of Higher Education, Tonekabon, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ayandegan Institute of Higher Education, Tonekabon, Iran","institution_ids":["https://openalex.org/I4210110345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064518736","display_name":"Ramin Safa","orcid":"https://orcid.org/0000-0002-1779-1019"},"institutions":[{"id":"https://openalex.org/I4210110345","display_name":"Tabaran Institute of Higher Education","ror":"https://ror.org/01qpg5w50","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210110345"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ramin Safa","raw_affiliation_strings":["Department of Computer Engineering, Ayandegan Institute of Higher Education, Tonekabon, Iran"],"raw_orcid":"https://orcid.org/0000-0002-1779-1019","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ayandegan Institute of Higher Education, Tonekabon, Iran","institution_ids":["https://openalex.org/I4210110345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034282144","display_name":"Ali Sorourkhah","orcid":"https://orcid.org/0000-0002-4961-5941"},"institutions":[{"id":"https://openalex.org/I4210110345","display_name":"Tabaran Institute of Higher Education","ror":"https://ror.org/01qpg5w50","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210110345"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Sorourkhah","raw_affiliation_strings":["Department of Management, Ayandegan Institute of Higher Education, Tonekabon, Iran"],"raw_orcid":"https://orcid.org/0000-0002-4961-5941","affiliations":[{"raw_affiliation_string":"Department of Management, Ayandegan Institute of Higher Education, Tonekabon, Iran","institution_ids":["https://openalex.org/I4210110345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210110345"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":26.1215,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.99848298,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"28025","last_page":"28035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9761000275611877,"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":0.9761000275611877,"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/T13283","display_name":"Mental Health Research Topics","score":0.9610000252723694,"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":0.9021999835968018,"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/computer-science","display_name":"Computer science","score":0.5765945911407471},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.5324139595031738},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5308094024658203},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.42701655626296997},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2488510012626648},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.21550127863883972},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.17661267518997192},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12406587600708008},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09830471873283386}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5765945911407471},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5324139595031738},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5308094024658203},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.42701655626296997},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2488510012626648},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.21550127863883972},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.17661267518997192},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12406587600708008},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09830471873283386},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3366653","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3366653","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:70eddc03da2948ef894f74d2e3272780","is_oa":true,"landing_page_url":"https://doaj.org/article/70eddc03da2948ef894f74d2e3272780","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 28025-28035 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3366653","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3366653","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1901616594","https://openalex.org/W2144476887","https://openalex.org/W2592074753","https://openalex.org/W2620791176","https://openalex.org/W2790404387","https://openalex.org/W2893966636","https://openalex.org/W2896457183","https://openalex.org/W2898761039","https://openalex.org/W2927590866","https://openalex.org/W2953320089","https://openalex.org/W2965373594","https://openalex.org/W2978017171","https://openalex.org/W2984239773","https://openalex.org/W3030030185","https://openalex.org/W3089862415","https://openalex.org/W3101200480","https://openalex.org/W3139172628","https://openalex.org/W3177079527","https://openalex.org/W3198040580","https://openalex.org/W3199956316","https://openalex.org/W3203624639","https://openalex.org/W3209409148","https://openalex.org/W4205527732","https://openalex.org/W4206478453","https://openalex.org/W4213441134","https://openalex.org/W4214873408","https://openalex.org/W4251372957","https://openalex.org/W4297499142","https://openalex.org/W4303985263","https://openalex.org/W4307559973","https://openalex.org/W4313011131","https://openalex.org/W4321499714","https://openalex.org/W4327797488","https://openalex.org/W4361192716","https://openalex.org/W4361271596","https://openalex.org/W4380881406","https://openalex.org/W4385245566","https://openalex.org/W4385354991","https://openalex.org/W6755207826","https://openalex.org/W6768851824","https://openalex.org/W6797881559","https://openalex.org/W6800708796","https://openalex.org/W6802958121","https://openalex.org/W6850528519","https://openalex.org/W6850729305"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Early":[0],"diagnosis":[1,58],"of":[2,11,17,46,76,93,116],"mental":[3,36,104,117],"disorders":[4],"and":[5,14,25,120],"intervention":[6],"can":[7,34,123],"facilitate":[8],"the":[9,15,69,81,100],"prevention":[10],"severe":[12],"injuries":[13],"improvement":[16],"treatment":[18],"results.":[19],"This":[20],"study":[21,40],"uses":[22],"social":[23,109],"media":[24,110],"pre-trained":[26,121],"language":[27],"models":[28,45,67,122],"to":[29,78,102],"explore":[30],"how":[31],"user-generated":[32],"data":[33,94,111],"predict":[35,103],"disorder":[37],"symptoms.":[38],"Our":[39],"compares":[41],"four":[42],"different":[43],"BERT":[44],"Hugging":[47],"Face":[48],"with":[49,72],"standard":[50],"machine":[51],"learning":[52],"techniques":[53],"used":[54],"in":[55,59],"automatic":[56],"depression":[57],"recent":[60],"literature.":[61],"The":[62],"results":[63,82],"show":[64],"that":[65,89,108],"new":[66],"outperform":[68],"previous":[70],"approach":[71],"an":[73,113],"accuracy":[74],"rate":[75],"up":[77],"97%.":[79],"Analyzing":[80],"while":[83],"complementing":[84],"past":[85],"findings,":[86],"we":[87],"find":[88],"even":[90],"tiny":[91],"amounts":[92],"(Like":[95],"users\u2019":[96],"bio":[97],"descriptions)":[98],"have":[99],"potential":[101],"disorders.":[105],"We":[106],"conclude":[107],"is":[112],"excellent":[114],"source":[115],"health":[118],"screening,":[119],"effectively":[124],"automate":[125],"this":[126],"critical":[127],"task.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":16}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2024-02-17T00:00:00"}