{"id":"https://openalex.org/W4392745444","doi":"https://doi.org/10.1109/access.2024.3377231","title":"Semantic Clustering and Transfer Learning in Social Media Texts Authorship Attribution","display_name":"Semantic Clustering and Transfer Learning in Social Media Texts Authorship Attribution","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392745444","doi":"https://doi.org/10.1109/access.2024.3377231"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3377231","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3377231","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10380310/10472512.pdf","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","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://ieeexplore.ieee.org/ielx7/6287639/10380310/10472512.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061176835","display_name":"Anastasia Fedotova","orcid":"https://orcid.org/0000-0001-7844-4363"},"institutions":[{"id":"https://openalex.org/I114376631","display_name":"Tomsk State University of Control Systems and Radio-Electronics","ror":"https://ror.org/032j5hw78","country_code":"RU","type":"education","lineage":["https://openalex.org/I114376631"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anastasia Fedotova","raw_affiliation_strings":["Department of Security, Tomsk State University of Control Systems and Radioelectronics, Tomsk, Russia"],"raw_orcid":"https://orcid.org/0000-0001-7844-4363","affiliations":[{"raw_affiliation_string":"Department of Security, Tomsk State University of Control Systems and Radioelectronics, Tomsk, Russia","institution_ids":["https://openalex.org/I114376631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058040901","display_name":"Anna Kurtukova","orcid":"https://orcid.org/0000-0001-5619-1836"},"institutions":[{"id":"https://openalex.org/I114376631","display_name":"Tomsk State University of Control Systems and Radio-Electronics","ror":"https://ror.org/032j5hw78","country_code":"RU","type":"education","lineage":["https://openalex.org/I114376631"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anna Kurtukova","raw_affiliation_strings":["Department of Security, Tomsk State University of Control Systems and Radioelectronics, Tomsk, Russia"],"raw_orcid":"https://orcid.org/0000-0001-5619-1836","affiliations":[{"raw_affiliation_string":"Department of Security, Tomsk State University of Control Systems and Radioelectronics, Tomsk, Russia","institution_ids":["https://openalex.org/I114376631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047524267","display_name":"Aleksandr Romanov","orcid":"https://orcid.org/0000-0002-2587-2222"},"institutions":[{"id":"https://openalex.org/I114376631","display_name":"Tomsk State University of Control Systems and Radio-Electronics","ror":"https://ror.org/032j5hw78","country_code":"RU","type":"education","lineage":["https://openalex.org/I114376631"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Aleksandr Romanov","raw_affiliation_strings":["Department of Security, Tomsk State University of Control Systems and Radioelectronics, Tomsk, Russia"],"raw_orcid":"https://orcid.org/0000-0002-2587-2222","affiliations":[{"raw_affiliation_string":"Department of Security, Tomsk State University of Control Systems and Radioelectronics, Tomsk, Russia","institution_ids":["https://openalex.org/I114376631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029791948","display_name":"Alexander Shelupanov","orcid":"https://orcid.org/0000-0003-2393-6701"},"institutions":[{"id":"https://openalex.org/I114376631","display_name":"Tomsk State University of Control Systems and Radio-Electronics","ror":"https://ror.org/032j5hw78","country_code":"RU","type":"education","lineage":["https://openalex.org/I114376631"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Shelupanov","raw_affiliation_strings":["Department of Security, Tomsk State University of Control Systems and Radioelectronics, Tomsk, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Security, Tomsk State University of Control Systems and Radioelectronics, Tomsk, Russia","institution_ids":["https://openalex.org/I114376631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114376631"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.5006,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90100387,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"39783","last_page":"39803"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9998000264167786,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9959999918937683,"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/T10028","display_name":"Topic Modeling","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.748306155204773},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5987824201583862},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5172832012176514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5165907144546509},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5085536241531372},{"id":"https://openalex.org/keywords/attribution","display_name":"Attribution","score":0.4426492154598236},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40518277883529663},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29306572675704956},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16258558630943298},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.06389740109443665}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.748306155204773},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5987824201583862},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5172832012176514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5165907144546509},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5085536241531372},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.4426492154598236},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40518277883529663},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29306572675704956},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16258558630943298},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.06389740109443665}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3377231","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3377231","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10380310/10472512.pdf","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2360e321b2e04e72bfb2f16b18ac48ac","is_oa":true,"landing_page_url":"https://doaj.org/article/2360e321b2e04e72bfb2f16b18ac48ac","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 39783-39803 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3377231","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3377231","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10380310/10472512.pdf","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392745444.pdf","grobid_xml":"https://content.openalex.org/works/W4392745444.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1846261984","https://openalex.org/W2026498605","https://openalex.org/W2158295279","https://openalex.org/W2794298576","https://openalex.org/W2969482533","https://openalex.org/W3046778845","https://openalex.org/W3104108820","https://openalex.org/W3107377848","https://openalex.org/W3117559565","https://openalex.org/W3118321584","https://openalex.org/W3174088532","https://openalex.org/W4200099073","https://openalex.org/W4205513003","https://openalex.org/W4206573600","https://openalex.org/W4295779878","https://openalex.org/W4312201590","https://openalex.org/W4379471668","https://openalex.org/W4386498696","https://openalex.org/W4387545290","https://openalex.org/W6695743288","https://openalex.org/W6759579507","https://openalex.org/W6791046363"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2035546108","https://openalex.org/W2376361520","https://openalex.org/W2133328864","https://openalex.org/W2093949997","https://openalex.org/W2570200690","https://openalex.org/W2389726244","https://openalex.org/W3030478661","https://openalex.org/W2323536476","https://openalex.org/W2104624653"],"abstract_inverted_index":{"This":[0],"paper":[1],"is":[2,61],"the":[3,14,81,89,132],"fourth":[4],"part":[5],"of":[6,16,72,91,128,135,138],"a":[7,46,52,64,69,75,104],"research":[8],"series":[9],"that":[10],"focuses":[11],"on":[12,51],"determining":[13],"authorship":[15],"Russian-language":[17],"texts":[18],"by":[19],"analyzing":[20],"short":[21],"social":[22],"media":[23,29],"comments,":[24],"including":[25],"those":[26],"from":[27],"mass":[28],"and":[30,44,74,97,109,124,131],"communities":[31],"associated":[32],"with":[33,68,94,122],"destructive":[34,92,139],"content.":[35],"Semantic":[36],"text":[37],"clustering":[38],"was":[39,111],"used":[40],"to":[41,55,151],"analyze":[42],"content":[43,93],"employed":[45],"transfer":[47],"learning":[48],"technique":[49],"based":[50],"pre-trained":[53],"model":[54],"identify":[56],"sensitive":[57],"topics.":[58],"Authorship":[59],"attribution":[60],"implemented":[62],"as":[63],"classical":[65],"classification":[66],"task":[67,134],"closed":[70],"set":[71],"authors":[73,96,137,147],"more":[76,146,153],"challenging":[77],"open-set":[78],"task.":[79],"In":[80],"latter":[82],"case,":[83],"multiple":[84],"experiments":[85,142],"were":[86],"conducted,":[87],"incorporating":[88],"identification":[90],"known":[95],"artificially":[98],"generated":[99],"texts.":[100],"For":[101],"open":[102],"attribution,":[103],"method":[105],"combining":[106],"One-Class":[107],"SVM":[108],"fastText":[110],"proposed.":[112],"Results":[113],"demonstrate":[114],"high":[115],"accuracy":[116],"(92%":[117],"or":[118,145,152,156],"higher)":[119,157],"for":[120],"cases":[121],"2":[123],"5":[125],"authors,":[126],"regardless":[127],"comment":[129],"length":[130],"additional":[133],"identifying":[136],"text.":[140],"Mixed-data":[141],"involving":[143],"10":[144],"yielded":[148],"results":[149],"comparable":[150],"accurate":[154],"(84%":[155],"than":[158],"previous":[159],"studies.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
