{"id":"https://openalex.org/W2791274792","doi":"https://doi.org/10.1109/access.2018.2815992","title":"An Automatic Document Classifier System Based on Genetic Algorithm and Taxonomy","display_name":"An Automatic Document Classifier System Based on Genetic Algorithm and Taxonomy","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2791274792","doi":"https://doi.org/10.1109/access.2018.2815992","mag":"2791274792"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2815992","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2815992","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.2018.2815992","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020421469","display_name":"Alan Diaz-Manr\u00edquez","orcid":"https://orcid.org/0000-0003-2847-8316"},"institutions":[{"id":"https://openalex.org/I65481309","display_name":"Autonomous University of Tamaulipas","ror":"https://ror.org/04hhneb29","country_code":"MX","type":"education","lineage":["https://openalex.org/I65481309"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alan Diaz-Manriquez","raw_affiliation_strings":["Facultad de Ingeniera y Ciencias, Universidad Aut\u00f3noma de Tamaulipas, Ciudad Victoria, M\u00e9xico"],"raw_orcid":"https://orcid.org/0000-0003-2847-8316","affiliations":[{"raw_affiliation_string":"Facultad de Ingeniera y Ciencias, Universidad Aut\u00f3noma de Tamaulipas, Ciudad Victoria, M\u00e9xico","institution_ids":["https://openalex.org/I65481309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029659694","display_name":"Ana B. R\u00edos-Alvarado","orcid":"https://orcid.org/0000-0002-6481-4316"},"institutions":[{"id":"https://openalex.org/I65481309","display_name":"Autonomous University of Tamaulipas","ror":"https://ror.org/04hhneb29","country_code":"MX","type":"education","lineage":["https://openalex.org/I65481309"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ana Bertha Rios-Alvarado","raw_affiliation_strings":["Facultad de Ingeniera y Ciencias, Universidad Aut\u00f3noma de Tamaulipas, Ciudad Victoria, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ingeniera y Ciencias, Universidad Aut\u00f3noma de Tamaulipas, Ciudad Victoria, M\u00e9xico","institution_ids":["https://openalex.org/I65481309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043033361","display_name":"Jos\u00e9 Hugo Barr\u00f3n-Zambrano","orcid":"https://orcid.org/0000-0002-0965-6714"},"institutions":[{"id":"https://openalex.org/I65481309","display_name":"Autonomous University of Tamaulipas","ror":"https://ror.org/04hhneb29","country_code":"MX","type":"education","lineage":["https://openalex.org/I65481309"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose Hugo Barron-Zambrano","raw_affiliation_strings":["Facultad de Ingeniera y Ciencias, Universidad Aut\u00f3noma de Tamaulipas, Ciudad Victoria, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ingeniera y Ciencias, Universidad Aut\u00f3noma de Tamaulipas, Ciudad Victoria, M\u00e9xico","institution_ids":["https://openalex.org/I65481309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091025759","display_name":"Tania Y. Guerrero-Melendez","orcid":"https://orcid.org/0000-0003-1834-2431"},"institutions":[{"id":"https://openalex.org/I65481309","display_name":"Autonomous University of Tamaulipas","ror":"https://ror.org/04hhneb29","country_code":"MX","type":"education","lineage":["https://openalex.org/I65481309"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Tania Yukary Guerrero-Melendez","raw_affiliation_strings":["Facultad de Ingeniera y Ciencias, Universidad Aut\u00f3noma de Tamaulipas, Ciudad Victoria, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ingeniera y Ciencias, Universidad Aut\u00f3noma de Tamaulipas, Ciudad Victoria, M\u00e9xico","institution_ids":["https://openalex.org/I65481309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039260967","display_name":"Juan Carlos Elizondo-Leal","orcid":"https://orcid.org/0000-0002-0794-8967"},"institutions":[{"id":"https://openalex.org/I65481309","display_name":"Autonomous University of Tamaulipas","ror":"https://ror.org/04hhneb29","country_code":"MX","type":"education","lineage":["https://openalex.org/I65481309"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Carlos Elizondo-Leal","raw_affiliation_strings":["Facultad de Ingeniera y Ciencias, Universidad Aut\u00f3noma de Tamaulipas, Ciudad Victoria, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ingeniera y Ciencias, Universidad Aut\u00f3noma de Tamaulipas, Ciudad Victoria, M\u00e9xico","institution_ids":["https://openalex.org/I65481309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I65481309"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.6898,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87844144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"21552","last_page":"21559"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9886999726295471,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9886999726295471,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9605000019073486,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9546999931335449,"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/computer-science","display_name":"Computer science","score":0.8187863826751709},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.659273624420166},{"id":"https://openalex.org/keywords/document-classification","display_name":"Document classification","score":0.6076604127883911},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.5208566784858704},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.46700844168663025},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.46346038579940796},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4306752681732178},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4289681911468506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4281246066093445},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4114200472831726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37504929304122925},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3518628776073456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8187863826751709},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.659273624420166},{"id":"https://openalex.org/C2780479914","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Document classification","level":2,"score":0.6076604127883911},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.5208566784858704},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.46700844168663025},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46346038579940796},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4306752681732178},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4289681911468506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4281246066093445},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4114200472831726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37504929304122925},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3518628776073456},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2815992","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2815992","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:03ad0ac3c6d3498db3792f25c5507433","is_oa":true,"landing_page_url":"https://doaj.org/article/03ad0ac3c6d3498db3792f25c5507433","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 6, Pp 21552-21559 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2815992","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2815992","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":"Quality Education","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W41718274","https://openalex.org/W164973587","https://openalex.org/W1497256448","https://openalex.org/W1512383952","https://openalex.org/W1522422101","https://openalex.org/W1659842140","https://openalex.org/W1808041268","https://openalex.org/W1973227341","https://openalex.org/W2038413887","https://openalex.org/W2058990119","https://openalex.org/W2061278117","https://openalex.org/W2092782467","https://openalex.org/W2121772400","https://openalex.org/W2133517430","https://openalex.org/W2136222411","https://openalex.org/W2155235751","https://openalex.org/W2181801724","https://openalex.org/W2189492628","https://openalex.org/W2253210109","https://openalex.org/W2293478278","https://openalex.org/W2313366933","https://openalex.org/W2498213870","https://openalex.org/W4293583567","https://openalex.org/W6601703982","https://openalex.org/W6638767805","https://openalex.org/W6685853503","https://openalex.org/W6687105267","https://openalex.org/W6691472992"],"related_works":["https://openalex.org/W2900292107","https://openalex.org/W2541652701","https://openalex.org/W2098209631","https://openalex.org/W1569375842","https://openalex.org/W2155888683","https://openalex.org/W2765967834","https://openalex.org/W2786732579","https://openalex.org/W2955770286","https://openalex.org/W2603814024","https://openalex.org/W2966017935"],"abstract_inverted_index":{"The":[0,66],"use":[1,67,108],"of":[2,9,47,50,68,125,128,144],"the":[3,7,45,93,109,117,132,135,142,155],"Web":[4,29,36],"has":[5,75],"increased":[6],"creation":[8],"digital":[10],"information":[11],"in":[12,86],"an":[13,54],"accelerated":[14],"way":[15],"and":[16,31],"about":[17],"multiple":[18],"subjects.":[19],"Text":[20],"classification":[21,49,73,88,156],"is":[22,105,137,149],"widely":[23],"used":[24],"to":[25,43,71,96,107,115,131,153],"filter":[26],"emails,":[27],"classify":[28],"pages,":[30],"organize":[32],"results":[33,133],"retrieved":[34],"by":[35],"browsers.":[37],"In":[38,101],"this":[39,102],"paper,":[40],"we":[41],"propose":[42],"raise":[44],"problem":[46],"automatic":[48],"scientific":[51],"texts":[52],"as":[53],"optimization":[55],"problem,":[56],"which":[57,87,139],"will":[58],"allow":[59],"obtaining":[60],"groups":[61],"from":[62],"a":[63,77,83,126,145,150],"data":[64,94],"set.":[65],"evolutionary":[69],"algorithms":[70],"solve":[72,154],"problems":[74,89],"been":[76],"recurrent":[78],"approach.":[79],"However,":[80],"there":[81],"are":[82,90,99],"few":[84],"approaches":[85],"solved,":[91],"where":[92,121],"attributes":[95],"be":[97],"classified":[98],"text-type.":[100],"way,":[103],"it":[104],"proposed":[106],"association":[110],"for":[111],"computing":[112],"machinery":[113],"taxonomy":[114],"obtain":[116],"similarity":[118],"between":[119],"documents,":[120],"each":[122],"document":[123],"consists":[124],"set":[127],"keywords.":[129],"According":[130],"obtained,":[134],"algorithm":[136,148],"competitive,":[138],"indicates":[140],"that":[141],"proposal":[143],"knowledge-based":[146],"genetic":[147],"viable":[151],"approach":[152],"problem.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}