{"id":"https://openalex.org/W4392797137","doi":"https://doi.org/10.1109/iscmi59957.2023.10458530","title":"Enhancing English Proficiency Test Evaluation: Leveraging Artificial Intelligence for Result Classification","display_name":"Enhancing English Proficiency Test Evaluation: Leveraging Artificial Intelligence for Result Classification","publication_year":2023,"publication_date":"2023-11-25","ids":{"openalex":"https://openalex.org/W4392797137","doi":"https://doi.org/10.1109/iscmi59957.2023.10458530"},"language":"en","primary_location":{"id":"doi:10.1109/iscmi59957.2023.10458530","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscmi59957.2023.10458530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 10th International Conference on Soft Computing &amp;amp; Machine Intelligence (ISCMI)","raw_type":"proceedings-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/A5092228722","display_name":"Karla-Fernanda Guevara-Flores","orcid":"https://orcid.org/0009-0004-9360-5929"},"institutions":[{"id":"https://openalex.org/I147280213","display_name":"Universidad Veracruzana","ror":"https://ror.org/03efxn362","country_code":"MX","type":"education","lineage":["https://openalex.org/I147280213"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Karla-Fernanda Guevara-Flores","raw_affiliation_strings":["Direcci&#x00F3;n de los Centros de Idiomas y Autoacceso, Universidad Veracruzana,Xalapa,Mexico"],"affiliations":[{"raw_affiliation_string":"Direcci&#x00F3;n de los Centros de Idiomas y Autoacceso, Universidad Veracruzana,Xalapa,Mexico","institution_ids":["https://openalex.org/I147280213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071580661","display_name":"Jos\u00e9-Guillermo Hern\u00e1ndez-Calder\u00f3n","orcid":"https://orcid.org/0000-0002-8014-8819"},"institutions":[{"id":"https://openalex.org/I147280213","display_name":"Universidad Veracruzana","ror":"https://ror.org/03efxn362","country_code":"MX","type":"education","lineage":["https://openalex.org/I147280213"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9-Guillermo Hern\u00e1ndez-Calder\u00f3n","raw_affiliation_strings":["Direcci&#x00F3;n de los Centros de Idiomas y Autoacceso, Universidad Veracruzana,Xalapa,Mexico"],"affiliations":[{"raw_affiliation_string":"Direcci&#x00F3;n de los Centros de Idiomas y Autoacceso, Universidad Veracruzana,Xalapa,Mexico","institution_ids":["https://openalex.org/I147280213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091398944","display_name":"Valeria Soto-Mendoza","orcid":"https://orcid.org/0000-0001-8171-8994"},"institutions":[{"id":"https://openalex.org/I194672558","display_name":"Universidad Aut\u00f3noma de Coahuila","ror":"https://ror.org/00dpnh189","country_code":"MX","type":"education","lineage":["https://openalex.org/I194672558"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Valeria Soto-Mendoza","raw_affiliation_strings":["Centro de Investigaci&#x00F3;n en Matem&#x00E1;ticas Aplicadas, Universidad Aut&#x00F3;noma de Coahuila,Saltillo,Coahuila de Zaragoza,Mexico"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci&#x00F3;n en Matem&#x00E1;ticas Aplicadas, Universidad Aut&#x00F3;noma de Coahuila,Saltillo,Coahuila de Zaragoza,Mexico","institution_ids":["https://openalex.org/I194672558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092228722"],"corresponding_institution_ids":["https://openalex.org/I147280213"],"apc_list":null,"apc_paid":null,"fwci":0.1748,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60471484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"183","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.8101000189781189,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.8101000189781189,"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":0.6867790222167969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6192572116851807},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.6041895747184753},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45924854278564453},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3826029300689697}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6867790222167969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6192572116851807},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.6041895747184753},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45924854278564453},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3826029300689697},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscmi59957.2023.10458530","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscmi59957.2023.10458530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 10th International Conference on Soft Computing &amp;amp; Machine Intelligence (ISCMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1975557588","https://openalex.org/W1990318326","https://openalex.org/W2158604749","https://openalex.org/W2562745537","https://openalex.org/W2576404523","https://openalex.org/W2581082771","https://openalex.org/W2746986659","https://openalex.org/W2802054559","https://openalex.org/W2883314513","https://openalex.org/W2891257938","https://openalex.org/W2994693773","https://openalex.org/W3111221273","https://openalex.org/W3131432709","https://openalex.org/W4280538261","https://openalex.org/W4317036834","https://openalex.org/W6703933995"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"With":[0],"advancements":[1],"in":[2,10,17,63,116,129,147,159],"AI":[3,32,52,128,158],"technology,":[4],"there":[5],"has":[6,33],"been":[7],"growing":[8],"interest":[9],"employing":[11],"its":[12],"capabilities":[13],"to":[14,36,54,168],"generate":[15],"improvements":[16],"different":[18,89],"application":[19,50],"domains":[20],"such":[21],"as":[22],"medicine,":[23],"industry,":[24],"the":[25,34,38,49,64,114,125,138,154],"transport":[26],"sector,":[27],"and":[28,40,58,100,144,172],"education.":[29],"In":[30,80],"Education,":[31],"potential":[35,61,156],"improve":[37],"efficiency":[39],"effectiveness":[41],"of":[42,51,66,76,87,102,118,127,157],"all":[43],"educational":[44],"processes.":[45],"This":[46],"study":[47],"explores":[48],"algorithms":[53],"categorize":[55],"test":[56,75,95,132],"results":[57],"explore":[59],"their":[60],"benefits":[62],"field":[65],"English":[67,73,130,162],"proficiency":[68,74,94,131],"assessment":[69,139],"considering":[70],"a":[71,77,85],"four":[72],"Mexican":[78],"University.":[79],"our":[81],"study,":[82],"we":[83,105],"evaluated":[84],"total":[86],"15":[88],"models":[90],"for":[91],"predicting":[92],"english":[93],"results.":[96],"After":[97],"careful":[98],"analysis":[99],"comparison":[101],"these":[103],"models,":[104],"found":[106],"that":[107,124],"LightGBM":[108],"(Light":[109],"Gradient":[110],"Boosting":[111],"Machine)":[112],"outperformed":[113],"others":[115],"terms":[117],"various":[119],"performance":[120],"metrics.":[121],"Findings":[122],"indicate":[123],"integration":[126],"result":[133],"classification":[134],"can":[135],"significantly":[136],"enhance":[137],"process,":[140],"benefiting":[141],"candidates,":[142],"institutions,":[143],"organizations":[145],"involved":[146],"evaluating":[148],"language":[149,163],"proficiency.":[150],"The":[151],"research":[152],"highlights":[153],"transformative":[155],"revolutionizing":[160],"how":[161],"skills":[164],"are":[165],"evaluated,":[166],"leading":[167],"fairer,":[169],"more":[170,173],"efficient,":[171],"accurate":[174],"assessments.":[175]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
