{"id":"https://openalex.org/W4321360166","doi":"https://doi.org/10.3103/s0146411622070148","title":"Analysis of the Influence of Mixed-Level Stylometric Characteristics on the Verification of Authors of Literary Works","display_name":"Analysis of the Influence of Mixed-Level Stylometric Characteristics on the Verification of Authors of Literary Works","publication_year":2022,"publication_date":"2022-12-01","ids":{"openalex":"https://openalex.org/W4321360166","doi":"https://doi.org/10.3103/s0146411622070148"},"language":"en","primary_location":{"id":"doi:10.3103/s0146411622070148","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411622070148","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","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/A5013528296","display_name":"A. M. Manakhova","orcid":"https://orcid.org/0000-0001-7429-3529"},"institutions":[{"id":"https://openalex.org/I198371094","display_name":"Yaroslavl State University","ror":"https://ror.org/044s2fj67","country_code":"RU","type":"education","lineage":["https://openalex.org/I198371094"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"A. M. Manakhova","raw_affiliation_strings":["Yaroslavl State University, 150003, Yaroslavl, Russia"],"raw_orcid":"https://orcid.org/0000-0001-7429-3529","affiliations":[{"raw_affiliation_string":"Yaroslavl State University, 150003, Yaroslavl, Russia","institution_ids":["https://openalex.org/I198371094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040198515","display_name":"Nadezhda Lagutina","orcid":"https://orcid.org/0000-0002-6137-8643"},"institutions":[{"id":"https://openalex.org/I198371094","display_name":"Yaroslavl State University","ror":"https://ror.org/044s2fj67","country_code":"RU","type":"education","lineage":["https://openalex.org/I198371094"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"N. S. Lagutina","raw_affiliation_strings":["Yaroslavl State University, 150003, Yaroslavl, Russia"],"raw_orcid":"https://orcid.org/0000-0002-6137-8643","affiliations":[{"raw_affiliation_string":"Yaroslavl State University, 150003, Yaroslavl, Russia","institution_ids":["https://openalex.org/I198371094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5013528296","https://openalex.org/A5040198515"],"corresponding_institution_ids":["https://openalex.org/I198371094"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14814461,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":"7","first_page":"744","last_page":"761"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9995999932289124,"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":0.9995999932289124,"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":0.8394515514373779},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.418521910905838},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3638554811477661}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8394515514373779},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.418521910905838},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3638554811477661}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s0146411622070148","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411622070148","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2135813353","https://openalex.org/W2151595407","https://openalex.org/W2307325935","https://openalex.org/W2507796821","https://openalex.org/W2806154504","https://openalex.org/W2817093340","https://openalex.org/W2901485761","https://openalex.org/W2901675270","https://openalex.org/W2921121940","https://openalex.org/W2947805173","https://openalex.org/W2970031953","https://openalex.org/W2981665604","https://openalex.org/W2998768223","https://openalex.org/W3004919414","https://openalex.org/W3005242476","https://openalex.org/W3008918149","https://openalex.org/W3023257569","https://openalex.org/W3080698186","https://openalex.org/W3086981333","https://openalex.org/W3092462248","https://openalex.org/W3117883740"],"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":{"Abstract":[0],"This":[1,58],"article":[2],"analyses":[3,62],"the":[4,14,19,55,61,73,77,80,94,96,122,132,138,146,177,186,199,205,208,212,215,221,239,251],"influence":[5,249],"of":[6,9,16,18,21,63,65,79,98,100,116,124,171,179,182,188,193,198,207,214,225,248,253],"various":[7,125],"combinations":[8],"mixed-level":[10],"stylometric":[11,36,49,86,117,173,243],"characteristics":[12,37,50,118,206,213,244],"on":[13,39,250],"quality":[15,160,252],"verification":[17,129,159,227,255],"authorship":[20,226,254],"Russian,":[22,232],"English":[23],"and":[24,41,43,69,84,130,167,234],"French":[25,235],"prose":[26],"texts.":[27],"The":[28,113,140,149,169,196],"study":[29],"is":[30],"carried":[31],"out":[32],"both":[33],"for":[34,44,136,152,164,228,256],"low-level":[35],"based":[38],"words":[40],"characters,":[42],"higher-level":[45],"structure":[46,209],"ones.":[47],"All":[48],"are":[51,88,162,236],"calculated":[52],"automatically":[53],"using":[54,145,180],"ProseRhythmDetector":[56],"program.":[57],"approach":[59],"provides":[60],"works":[64],"a":[66,189],"large":[67],"volume":[68],"many":[70],"writers":[71],"at":[72],"same":[74],"time.":[75],"In":[76],"course":[78],"work,":[81],"character-level,":[82],"word-level,":[83],"structure-level":[85],"vectors":[87,115],"associated":[89],"with":[90,106,211],"each":[91,107,165],"text.":[92],"During":[93],"experiments,":[95],"sets":[97],"parameters":[99],"these":[101],"three":[102],"levels":[103],"were":[104,119,143],"combined":[105],"other":[108],"in":[109,175,231],"all":[110,153],"possible":[111],"ways.":[112],"resulting":[114],"submitted":[120],"to":[121,127],"input":[123],"classifiers":[126],"perform":[128],"identify":[131],"most":[133,222],"suitable":[134],"classifier":[135],"solving":[137],"problem.":[139],"best":[141],"results":[142,197,224],"obtained":[144],"AdaBoost":[147],"classifier.":[148],"average":[150],"F-measure":[151],"languages":[154],"was":[155],"over":[156],"92%.":[157],"Detailed":[158],"assessments":[161],"given":[163],"author":[166],"analyzed.":[168],"use":[170],"high-level":[172],"characteristics,":[174],"particular,":[176],"frequency":[178],"N-grams":[181],"POS":[183],"tags,":[184],"opens":[185],"prospect":[187],"more":[190],"detailed":[191],"analysis":[192],"author\u2019s":[194],"styles.":[195],"experiments":[200],"show":[201],"that":[202,242],"when":[203],"combining":[204],"level":[210,217],"word":[216],"and/or":[218],"character":[219],"level,":[220],"accurate":[223],"literary":[229],"texts":[230],"English,":[233],"obtained.":[237],"Additionally,":[238],"authors":[240],"concluded":[241],"have":[245],"different":[246,257],"degrees":[247],"languages.":[258]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
