{"id":"https://openalex.org/W3200009752","doi":"https://doi.org/10.61467/2007.1558.2021.v12i3.225","title":"Method of extraction of feature in the classification of texts for authorship attribution","display_name":"Method of extraction of feature in the classification of texts for authorship attribution","publication_year":2021,"publication_date":"2021-09-11","ids":{"openalex":"https://openalex.org/W3200009752","doi":"https://doi.org/10.61467/2007.1558.2021.v12i3.225","mag":"3200009752"},"language":"en","primary_location":{"id":"doi:10.61467/2007.1558.2021.v12i3.225","doi":"https://doi.org/10.61467/2007.1558.2021.v12i3.225","is_oa":true,"landing_page_url":"https://doi.org/10.61467/2007.1558.2021.v12i3.225","pdf_url":"https://ijcopi.org/ojs/article/download/225/163","source":{"id":"https://openalex.org/S4404675559","display_name":"International Journal of Combinatorial Optimization Problems and Informatics.","issn_l":"2007-1558","issn":["2007-1558"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-c","latindex","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Combinatorial Optimization Problems and Informatics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ijcopi.org/ojs/article/download/225/163","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002300084","display_name":"Omar Gonz\u00e1lez Brito","orcid":"https://orcid.org/0000-0001-6536-0240","observed_orcids":["https://orcid.org/0000-0001-6536-0240"]},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Omar Gonz\u00e1lez Brito","raw_affiliation_strings":["Universidad Auton\u00f3ma del Estado de M\u00e9xico, UAP Tianguistenco","Universidad Aut\u00f3noma del Estado de M\u00e9xico, UAP Tianguistenco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Auton\u00f3ma del Estado de M\u00e9xico, UAP Tianguistenco","institution_ids":["https://openalex.org/I179647637"]},{"raw_affiliation_string":"Universidad Aut\u00f3noma del Estado de M\u00e9xico, UAP Tianguistenco","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013004414","display_name":"Jos\u00e9 Luis Tapia Fabela","orcid":"https://orcid.org/0000-0002-6691-6682","observed_orcids":["https://orcid.org/0000-0002-6691-6682"]},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose Luis Tapia Fabela","raw_affiliation_strings":["Universidad Aut\u00f3noma del Estado de M\u00e9xico, UAP Tianguistenco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma del Estado de M\u00e9xico, UAP Tianguistenco","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078951446","display_name":"Silvia Salas Hern\u00e1ndez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Silvia Salas Hern\u00e1ndez","raw_affiliation_strings":["Universidad Aut\u00f3noma del Estado de M\u00e9xico, Centro Universitario Atlacomulco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma del Estado de M\u00e9xico, Centro Universitario Atlacomulco","institution_ids":["https://openalex.org/I179647637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I179647637"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"3","first_page":"87","last_page":"97"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":1.0,"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":1.0,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.0,"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/T11800","display_name":"User Authentication and Security Systems","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/authorship-attribution","display_name":"authorship attribution","score":0.9990000128746033},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.7990000247955322},{"id":"https://openalex.org/keywords/text-classification","display_name":"text classification","score":0.8399999737739563},{"id":"https://openalex.org/keywords/writing-style","display_name":"writing style","score":0.9440000057220459},{"id":"https://openalex.org/keywords/author-profiling","display_name":"author profiling","score":0.39100000262260437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7117379903793335},{"id":"https://openalex.org/C3020202489","wikidata":"https://www.wikidata.org/wiki/Q2032038","display_name":"Authorship attribution","level":2,"score":0.6396685838699341},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6135115623474121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6022212505340576},{"id":"https://openalex.org/C13622073","wikidata":"https://www.wikidata.org/wiki/Q2243831","display_name":"Writing style","level":2,"score":0.5686036348342896},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.567448616027832},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5655503869056702},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5038823485374451},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.473268985748291},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46471819281578064},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4596642255783081},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.44631513953208923},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4448713958263397},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.403570294380188},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.258404016494751},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09251204133033752},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.61467/2007.1558.2021.v12i3.225","doi":"https://doi.org/10.61467/2007.1558.2021.v12i3.225","is_oa":true,"landing_page_url":"https://doi.org/10.61467/2007.1558.2021.v12i3.225","pdf_url":"https://ijcopi.org/ojs/article/download/225/163","source":{"id":"https://openalex.org/S4404675559","display_name":"International Journal of Combinatorial Optimization Problems and Informatics.","issn_l":"2007-1558","issn":["2007-1558"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-c","latindex","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Combinatorial Optimization Problems and Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.61467/2007.1558.2021.v12i3.225","doi":"https://doi.org/10.61467/2007.1558.2021.v12i3.225","is_oa":true,"landing_page_url":"https://doi.org/10.61467/2007.1558.2021.v12i3.225","pdf_url":"https://ijcopi.org/ojs/article/download/225/163","source":{"id":"https://openalex.org/S4404675559","display_name":"International Journal of Combinatorial Optimization Problems and Informatics.","issn_l":"2007-1558","issn":["2007-1558"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-c","latindex","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Combinatorial Optimization Problems and Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3200009752.pdf","grobid_xml":"https://content.openalex.org/works/W3200009752.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W1975653240","https://openalex.org/W2909752766"],"related_works":["https://openalex.org/W2799899007","https://openalex.org/W4328052822","https://openalex.org/W4383197393","https://openalex.org/W2527639740","https://openalex.org/W2775376114","https://openalex.org/W7096307660","https://openalex.org/W4221019791","https://openalex.org/W7026802880","https://openalex.org/W1529185469","https://openalex.org/W7099134502"],"abstract_inverted_index":{"The":[0],"authorship":[1],"attribution":[2],"has":[3,19],"been":[4,20],"analyzed":[5],"mainly":[6],"through":[7,31],"the":[8,12,15,32,43,56,79,84,93,99,112,120,137,153,156,160,167,173,176,208],"classification":[9,69,100,218],"of":[10,14,17,34,45,59,81,86,95,101,122,155,175,211,220],"texts,":[11],"process":[13],"extraction":[16,85],"features":[18,36,39,54,87,96,121],"carried":[21,104],"out":[22,105],"under":[23],"two":[24],"approaches:":[25],"based":[26,151],"on":[27,78,92,152],"profile":[28,49],"and":[29,50,88,146,188],"instances,":[30],"analysis":[33],"textual":[35],"or":[37,193],"linguistic":[38],"that":[40,66,74,131,166,202],"allow":[41],"finding":[42],"style":[44,210],"author's":[46],"writing.":[47],"In":[48,111],"instance":[51],"approaches,":[52],"extracting":[53],"from":[55],"authors'":[57],"set":[58,80],"documents":[60,82],"results":[61,161,170,182],"in":[62,127,178,185,203],"high":[63],"feature":[64],"dimensionality":[65],"can":[67],"impair":[68],"performance.":[70],"Therefore,":[71],"an":[72,123,212],"approach":[73,168,198],"does":[75,89],"not":[76,90],"depend":[77,91],"for":[83],"selection":[94],"is":[97,116,200,214],"proposed,":[98],"texts":[102],"was":[103,164],"with":[106,141],"different":[107,186],"supervised":[108],"learning":[109],"methods.":[110],"present":[113],"investigation,":[114],"it":[115,163,199],"determined":[117,201],"if":[118],"all":[119],"author":[124,213],"are":[125],"contained":[126],"a":[128,217],"single":[129],"document":[130],"describe":[132],"their":[133],"writing":[134,209],"style.":[135],"For":[136],"experimentation,":[138],"we":[139],"worked":[140],"three":[142],"corpus":[143],"(C10,":[144],"C50":[145],"PAN12),":[147],"these":[148],"were":[149],"selected":[150],"review":[154],"literature.":[157],"According":[158],"to":[159,172],"obtained,":[162],"concluded":[165],"shows":[169],"superior":[171],"state":[174],"art":[177],"unbalanced":[179],"samples,":[180],"consistent":[181],"when":[183,190],"evaluated":[184],"contexts":[187],"robust":[189],"analyzing":[191],"10":[192],"50":[194],"authors.":[195],"From":[196],"this":[197],"500":[204],"words":[205],"without":[206],"repeating":[207],"contained,":[215],"presenting":[216],"accuracy":[219],"79.68%":[221]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-09-27T00:00:00"}
