{"id":"https://openalex.org/W4401635281","doi":"https://doi.org/10.3233/jcm-247493","title":"Strategies for improving oral English teaching efficiency based on big data","display_name":"Strategies for improving oral English teaching efficiency based on big data","publication_year":2024,"publication_date":"2024-08-14","ids":{"openalex":"https://openalex.org/W4401635281","doi":"https://doi.org/10.3233/jcm-247493"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-247493","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-247493","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003705393","display_name":"Tengwen Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112851","display_name":"Cangzhou Normal University","ror":"https://ror.org/01de7qg49","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210112851"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tengwen Liu","raw_affiliation_strings":["Department of Foreign Languages, Cangzhou Normal University, Cangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Foreign Languages, Cangzhou Normal University, Cangzhou, China","institution_ids":["https://openalex.org/I4210112851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107954492","display_name":"Yun Bai","orcid":"https://orcid.org/0009-0002-0001-3795"},"institutions":[{"id":"https://openalex.org/I4210112851","display_name":"Cangzhou Normal University","ror":"https://ror.org/01de7qg49","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210112851"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Bai","raw_affiliation_strings":["Department of Foreign Languages, Cangzhou Normal University, Cangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Foreign Languages, Cangzhou Normal University, Cangzhou, China","institution_ids":["https://openalex.org/I4210112851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348617","display_name":"Hao Li","orcid":"https://orcid.org/0000-0002-6294-6761"},"institutions":[{"id":"https://openalex.org/I4210112851","display_name":"Cangzhou Normal University","ror":"https://ror.org/01de7qg49","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210112851"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Li","raw_affiliation_strings":["Department of Foreign Languages, Cangzhou Normal University, Cangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Foreign Languages, Cangzhou Normal University, Cangzhou, China","institution_ids":["https://openalex.org/I4210112851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051764231","display_name":"Shuai Jiang","orcid":"https://orcid.org/0000-0002-0572-4660"},"institutions":[{"id":"https://openalex.org/I4210112851","display_name":"Cangzhou Normal University","ror":"https://ror.org/01de7qg49","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210112851"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Jiang","raw_affiliation_strings":["Department of Foreign Languages, Cangzhou Normal University, Cangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Foreign Languages, Cangzhou Normal University, Cangzhou, China","institution_ids":["https://openalex.org/I4210112851"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404199","display_name":"Qing Li","orcid":"https://orcid.org/0009-0009-8371-4319"},"institutions":[{"id":"https://openalex.org/I4210112851","display_name":"Cangzhou Normal University","ror":"https://ror.org/01de7qg49","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210112851"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qing Li","raw_affiliation_strings":["Department of Foreign Languages, Cangzhou Normal University, Cangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Foreign Languages, Cangzhou Normal University, Cangzhou, China","institution_ids":["https://openalex.org/I4210112851"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100404199"],"corresponding_institution_ids":["https://openalex.org/I4210112851"],"apc_list":null,"apc_paid":null,"fwci":0.8142,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78170441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"24","issue":"4-5","first_page":"2643","last_page":"2656"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.9891999959945679,"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/T13647","display_name":"AI and Big Data Applications","score":0.9891999959945679,"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":0.9769999980926514,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8629537224769592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6322852373123169},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4892256259918213},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.48328617215156555},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4646804630756378},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3417360782623291},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2453812062740326},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1443215012550354}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8629537224769592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6322852373123169},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4892256259918213},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.48328617215156555},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4646804630756378},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3417360782623291},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2453812062740326},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1443215012550354},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-247493","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-247493","pdf_url":null,"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":null,"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2770371702","https://openalex.org/W2791695204","https://openalex.org/W2940505420","https://openalex.org/W3013155969","https://openalex.org/W3200071840","https://openalex.org/W3213749608","https://openalex.org/W3215624253","https://openalex.org/W4212890579","https://openalex.org/W4220795079","https://openalex.org/W4221035684","https://openalex.org/W4221047011","https://openalex.org/W4283812559","https://openalex.org/W4286560698","https://openalex.org/W4289654220","https://openalex.org/W4295298767","https://openalex.org/W4295630783","https://openalex.org/W4362552804","https://openalex.org/W4372288010","https://openalex.org/W4377141097","https://openalex.org/W4377825381","https://openalex.org/W6804071962","https://openalex.org/W6809982802","https://openalex.org/W6810004146","https://openalex.org/W6810349137","https://openalex.org/W6841219463","https://openalex.org/W6842785816"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"With":[0],"the":[1,15,35,46,149],"continuous":[2],"development":[3],"and":[4,12,65,67,86,104,111,135,144],"application":[5,150],"of":[6,17,48,151],"big":[7,27,42,76,93,125,152],"data":[8,28,43,77,94,126,153],"technology,":[9],"its":[10,55],"potential":[11],"value":[13],"in":[14,23,54,154],"field":[16],"education":[18],"are":[19],"gradually":[20],"emerging,":[21],"especially":[22],"oral":[24,49,70,100,108,119,155],"English":[25,50,71,120,156],"teaching,":[26],"is":[29,52],"placed":[30],"on":[31,37,75,124],"high":[32],"hopes.":[33],"However,":[34,118],"research":[36,63,134],"how":[38,69],"to":[39,44,60],"effectively":[40],"use":[41],"improve":[45,79,106],"efficiency":[47,81,113],"teaching":[51,72,80,116,121],"still":[53],"infancy.":[56],"This":[57,137],"study":[58,138],"aims":[59],"fill":[61],"this":[62],"gap":[64],"explore":[66],"analyze":[68],"strategies":[73,122],"based":[74,123],"can":[78,95],"through":[82],"in-depth":[83],"literature":[84],"review":[85],"empirical":[87],"research.":[88],"The":[89],"results":[90],"show":[91],"that":[92],"help":[96],"teachers":[97],"assess":[98],"students\u2019":[99,107],"ability":[101,110],"more":[102],"accurately,":[103],"significantly":[105],"expression":[109],"learning":[112],"by":[114],"optimizing":[115],"strategies.":[117],"also":[127],"have":[128],"certain":[129],"limitations,":[130],"which":[131],"need":[132],"further":[133],"improvement.":[136],"provides":[139],"a":[140],"powerful":[141],"theoretical":[142],"basis":[143],"practical":[145],"guidance":[146],"for":[147],"promoting":[148],"teaching.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}