{"id":"https://openalex.org/W4392611800","doi":"https://doi.org/10.3233/jcm-237113","title":"A study on the innovative model of foreign language teaching in universities using big data corpus","display_name":"A study on the innovative model of foreign language teaching in universities using big data corpus","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392611800","doi":"https://doi.org/10.3233/jcm-237113"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-237113","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jcm-237113","pdf_url":"https://content.iospress.com:443/download/journal-of-computational-methods-in-sciences-and-engineering/jcm237113?id=journal-of-computational-methods-in-sciences-and-engineering%2Fjcm237113","source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/journal-of-computational-methods-in-sciences-and-engineering/jcm237113?id=journal-of-computational-methods-in-sciences-and-engineering%2Fjcm237113","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090206317","display_name":"Ying Zhao","orcid":"https://orcid.org/0000-0001-9489-6570"},"institutions":[{"id":"https://openalex.org/I236156700","display_name":"ZhengZhou Shengda University Of Economics, Business & Management","ror":"https://ror.org/0415fce48","country_code":"CN","type":"education","lineage":["https://openalex.org/I236156700"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ying Zhao","raw_affiliation_strings":["Zhengzhou Shengda University"],"affiliations":[{"raw_affiliation_string":"Zhengzhou Shengda University","institution_ids":["https://openalex.org/I236156700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114134077","display_name":"Genshun Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I236156700","display_name":"ZhengZhou Shengda University Of Economics, Business & Management","ror":"https://ror.org/0415fce48","country_code":"CN","type":"education","lineage":["https://openalex.org/I236156700"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Genshun Liang","raw_affiliation_strings":["Zhengzhou Shengda University"],"affiliations":[{"raw_affiliation_string":"Zhengzhou Shengda University","institution_ids":["https://openalex.org/I236156700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090206317"],"corresponding_institution_ids":["https://openalex.org/I236156700"],"apc_list":null,"apc_paid":null,"fwci":4.8097,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94931284,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"24","issue":"1","first_page":"87","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14409","display_name":"Educational Systems and Policies","score":0.9261999726295471,"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"}},"topics":[{"id":"https://openalex.org/T14409","display_name":"Educational Systems and Policies","score":0.9261999726295471,"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"}},{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.9057000279426575,"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":0.6341208219528198},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5437589287757874},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5205439329147339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4431880712509155},{"id":"https://openalex.org/keywords/foreign-language-teaching","display_name":"Foreign language teaching","score":0.4227869212627411},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.40626418590545654},{"id":"https://openalex.org/keywords/foreign-language","display_name":"Foreign language","score":0.3861902356147766},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.378086119890213},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21959123015403748},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.07988381385803223},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.07544746994972229}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6341208219528198},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5437589287757874},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5205439329147339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4431880712509155},{"id":"https://openalex.org/C2988800540","wikidata":"https://www.wikidata.org/wiki/Q1455196","display_name":"Foreign language teaching","level":3,"score":0.4227869212627411},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.40626418590545654},{"id":"https://openalex.org/C114010052","wikidata":"https://www.wikidata.org/wiki/Q150352","display_name":"Foreign language","level":2,"score":0.3861902356147766},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.378086119890213},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21959123015403748},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07988381385803223},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.07544746994972229}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-237113","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jcm-237113","pdf_url":"https://content.iospress.com:443/download/journal-of-computational-methods-in-sciences-and-engineering/jcm237113?id=journal-of-computational-methods-in-sciences-and-engineering%2Fjcm237113","source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3233/jcm-237113","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jcm-237113","pdf_url":"https://content.iospress.com:443/download/journal-of-computational-methods-in-sciences-and-engineering/jcm237113?id=journal-of-computational-methods-in-sciences-and-engineering%2Fjcm237113","source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392611800.pdf","grobid_xml":"https://content.openalex.org/works/W4392611800.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2130631175","https://openalex.org/W2266193723","https://openalex.org/W2337135320","https://openalex.org/W2345497504","https://openalex.org/W2434526954","https://openalex.org/W2520578841","https://openalex.org/W2539411061","https://openalex.org/W2621003500","https://openalex.org/W2744306709","https://openalex.org/W2785078620","https://openalex.org/W2802750856","https://openalex.org/W2897584295","https://openalex.org/W2899732506","https://openalex.org/W2906740910","https://openalex.org/W2921321703","https://openalex.org/W2981244159","https://openalex.org/W2988118876","https://openalex.org/W3017246792","https://openalex.org/W3026845589","https://openalex.org/W3044203275","https://openalex.org/W3046900614","https://openalex.org/W3090363550","https://openalex.org/W3092007437","https://openalex.org/W3180824908","https://openalex.org/W3194647138","https://openalex.org/W3198006114","https://openalex.org/W4205352862","https://openalex.org/W4205716505","https://openalex.org/W4378717849","https://openalex.org/W4382931606","https://openalex.org/W6770460320","https://openalex.org/W6776703592","https://openalex.org/W6781336875"],"related_works":["https://openalex.org/W2360035106","https://openalex.org/W2348813695","https://openalex.org/W2766842686","https://openalex.org/W2386777883","https://openalex.org/W2357642440","https://openalex.org/W2361674382","https://openalex.org/W3156416268","https://openalex.org/W2379886470","https://openalex.org/W2479197769","https://openalex.org/W4243946063"],"abstract_inverted_index":{"This":[0],"paper":[1,157],"aims":[2],"to":[3,111],"explore":[4],"unsupervised":[5,27,191],"cross-lingual":[6,28],"word":[7,29,36,107,118,160,193],"representation":[8,30,108,194],"learning":[9,114,195],"methods":[10],"with":[11],"the":[12,44,53,64,82,113,123,127,132,138,142,146,153,159,187,190],"specific":[13],"task":[14],"of":[15,95,116,122,137,145,155,189],"acquiring":[16],"a":[17,22,74,89,97],"bilingual":[18],"translation":[19],"lexicon":[20],"on":[21,34,93,102,152],"monolingual":[23,90],"corpus.":[24,91],"Specifically,":[25],"an":[26],"co-training":[31],"scheme":[32,80,100],"based":[33,101,151],"different":[35],"embedding":[37],"models":[38],"is":[39,109,158,199],"first":[40],"designed":[41,110],"and":[42,62,70,72,134,181],"outperforms":[43],"baseline":[45],"model.":[46],"In":[47],"this":[48,156],"paper,":[49],"we":[50],"adeptly":[51],"tackles":[52],"obstacles":[54],"encountered":[55],"in":[56,131,141],"higher":[57],"education":[58],"foreign":[59,147],"language":[60,148],"teaching":[61,68,149],"underscores":[63],"necessity":[65],"for":[66,81,105],"inventive":[67],"methods,":[69],"design":[71],"implement":[73],"linear":[75,103],"self-encoder-based":[76],"principal":[77],"component":[78],"acquisition":[79],"interpoint":[83],"mutual":[84],"information":[85],"matrix":[86],"obtained":[87],"from":[88],"And":[92],"top":[94],"this,":[96],"collaborative":[98,196],"training":[99,197],"self-encoder":[104],"cross-language":[106,117],"improve":[112],"effect":[115],"embedding.":[119],"The":[120],"results":[121],"study":[124],"show":[125],"that":[126],"most":[128],"obvious":[129],"rise":[130],"pre":[133],"post":[135],"tests":[136],"experimental":[139],"class":[140],"practical":[143],"application":[144],"model":[150],"method":[154,198],"sense":[161],"guessing,":[162],"which":[163],"rose":[164],"by":[165,171,175,179,184],"23.12%.":[166],"Sentence":[167],"meaning":[168],"comprehension":[169],"increased":[170],"23.39%,":[172],"main":[173],"idea":[174],"16.61%,":[176],"factual":[177],"details":[178],"15.47%,":[180],"inferential":[182],"judgment":[183],"10.28%.":[185],"Thus,":[186],"feasibility":[188],"cross-linguistic":[192],"further":[200],"verified.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2025-10-10T00:00:00"}
