{"id":"https://openalex.org/W4399715172","doi":"https://doi.org/10.1007/978-3-031-62836-8_31","title":"Classification of Human and Machine-Generated Texts Using Lexical Features and Supervised/Unsupervised Machine Learning Algorithms","display_name":"Classification of Human and Machine-Generated Texts Using Lexical Features and Supervised/Unsupervised Machine Learning Algorithms","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399715172","doi":"https://doi.org/10.1007/978-3-031-62836-8_31"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-62836-8_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-62836-8_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5059691207","display_name":"Jonathan Rojas-Sim\u00f3n","orcid":"https://orcid.org/0000-0002-0389-4201"},"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":true,"raw_author_name":"Jonathan Rojas-Sim\u00f3n","raw_affiliation_strings":["Autonomous University of the State of Mexico, Instituto Literario No. 100, 50000, Toluca, State of Mexico, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-0389-4201","affiliations":[{"raw_affiliation_string":"Autonomous University of the State of Mexico, Instituto Literario No. 100, 50000, Toluca, State of Mexico, Mexico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090292269","display_name":"Yulia Ledeneva","orcid":"https://orcid.org/0000-0003-0766-542X"},"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":true,"raw_author_name":"Yulia Ledeneva","raw_affiliation_strings":["Autonomous University of the State of Mexico, Instituto Literario No. 100, 50000, Toluca, State of Mexico, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-0766-542X","affiliations":[{"raw_affiliation_string":"Autonomous University of the State of Mexico, Instituto Literario No. 100, 50000, Toluca, State of Mexico, Mexico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047254436","display_name":"Ren\u00e9 Arnulfo Garc\u00eda-Hern\u00e1ndez","orcid":"https://orcid.org/0000-0001-7941-377X"},"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":true,"raw_author_name":"Ren\u00e9 Arnulfo Garc\u00eda-Hern\u00e1ndez","raw_affiliation_strings":["Autonomous University of the State of Mexico, Instituto Literario No. 100, 50000, Toluca, State of Mexico, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-7941-377X","affiliations":[{"raw_affiliation_string":"Autonomous University of the State of Mexico, Instituto Literario No. 100, 50000, Toluca, State of Mexico, Mexico","institution_ids":["https://openalex.org/I179647637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047254436","https://openalex.org/A5059691207","https://openalex.org/A5090292269"],"corresponding_institution_ids":["https://openalex.org/I179647637"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.4434,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92999681,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"331","last_page":"341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"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/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"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":0.9945999979972839,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9941999912261963,"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":0.8405234217643738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6576073169708252},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5517834424972534},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5115433931350708},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44408535957336426},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.41111665964126587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8405234217643738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6576073169708252},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5517834424972534},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5115433931350708},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44408535957336426},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.41111665964126587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-62836-8_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-62836-8_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2618204048","https://openalex.org/W2948975009","https://openalex.org/W2951080837","https://openalex.org/W2969958763","https://openalex.org/W2979826702","https://openalex.org/W3034287667","https://openalex.org/W3114326827","https://openalex.org/W4226278401","https://openalex.org/W4283172171","https://openalex.org/W4307542217","https://openalex.org/W4312579772","https://openalex.org/W4318351452","https://openalex.org/W4382361534","https://openalex.org/W4386794360","https://openalex.org/W4386942252","https://openalex.org/W6675354045","https://openalex.org/W6739901393","https://openalex.org/W6763240421","https://openalex.org/W6810081322"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W2775554247","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
