{"id":"https://openalex.org/W3194873478","doi":"https://doi.org/10.1155/2021/5828129","title":"Application of Flipped Classroom Model Driven by Big Data and Neural Network in Oral English Teaching","display_name":"Application of Flipped Classroom Model Driven by Big Data and Neural Network in Oral English Teaching","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3194873478","doi":"https://doi.org/10.1155/2021/5828129","mag":"3194873478"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5828129","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5828129","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5828129.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2021/5828129.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yujun Zeng","orcid":"https://orcid.org/0000-0002-7181-5114"},"institutions":[{"id":"https://openalex.org/I27688046","display_name":"Hunan Institute of Engineering","ror":"https://ror.org/03zj2rn70","country_code":"CN","type":"education","lineage":["https://openalex.org/I27688046"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yujun Zeng","raw_affiliation_strings":["College of Foreign Languages of Hunan Institute of Engineering, Xiangtan 411101, China"],"raw_orcid":"https://orcid.org/0000-0002-7181-5114","affiliations":[{"raw_affiliation_string":"College of Foreign Languages of Hunan Institute of Engineering, Xiangtan 411101, China","institution_ids":["https://openalex.org/I27688046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27688046"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":9.2708,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.98043213,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11526","display_name":"Innovative Teaching Methods","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11526","display_name":"Innovative Teaching Methods","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.9879999756813049,"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/T13647","display_name":"AI and Big Data Applications","score":0.9348000288009644,"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/flipped-classroom","display_name":"Flipped classroom","score":0.7252077460289001},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7088303565979004},{"id":"https://openalex.org/keywords/informatization","display_name":"Informatization","score":0.5478477478027344},{"id":"https://openalex.org/keywords/pronunciation","display_name":"Pronunciation","score":0.5297687649726868},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5200209617614746},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5122613310813904},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5015087127685547},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4361822307109833},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4321520924568176},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2168603241443634}],"concepts":[{"id":"https://openalex.org/C2778156053","wikidata":"https://www.wikidata.org/wiki/Q80267","display_name":"Flipped classroom","level":2,"score":0.7252077460289001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7088303565979004},{"id":"https://openalex.org/C2776352007","wikidata":"https://www.wikidata.org/wiki/Q181588","display_name":"Informatization","level":2,"score":0.5478477478027344},{"id":"https://openalex.org/C2780844864","wikidata":"https://www.wikidata.org/wiki/Q184377","display_name":"Pronunciation","level":2,"score":0.5297687649726868},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5200209617614746},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5122613310813904},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5015087127685547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4361822307109833},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4321520924568176},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2168603241443634},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/5828129","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5828129","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5828129.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9ed5258a9ac64f3ebf6305bd178e0e1d","is_oa":false,"landing_page_url":"https://doaj.org/article/9ed5258a9ac64f3ebf6305bd178e0e1d","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5828129","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5828129","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5828129.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8399999737739563,"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/W3194873478.pdf","grobid_xml":"https://content.openalex.org/works/W3194873478.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1610955611","https://openalex.org/W2052707039","https://openalex.org/W2081472191","https://openalex.org/W2101540494","https://openalex.org/W2113365231","https://openalex.org/W2211998684","https://openalex.org/W2280298703","https://openalex.org/W2330753716","https://openalex.org/W2790294939","https://openalex.org/W2795186728","https://openalex.org/W2803308752","https://openalex.org/W2915317332","https://openalex.org/W2931190429","https://openalex.org/W2931799947","https://openalex.org/W2946398304","https://openalex.org/W2969244450","https://openalex.org/W3007149367","https://openalex.org/W3089499347","https://openalex.org/W3126310027","https://openalex.org/W3150864706","https://openalex.org/W3162367524","https://openalex.org/W3164690200","https://openalex.org/W3165707678","https://openalex.org/W3169202219","https://openalex.org/W3184042116","https://openalex.org/W3189110740"],"related_works":["https://openalex.org/W2366834094","https://openalex.org/W2384289521","https://openalex.org/W2589605869","https://openalex.org/W2978225435","https://openalex.org/W2392708612","https://openalex.org/W2377620891","https://openalex.org/W2372357978","https://openalex.org/W2365642005","https://openalex.org/W2379077625","https://openalex.org/W2348506786"],"abstract_inverted_index":{"With":[0],"the":[1,15,37,46,54,59,125,130,152,183,189,202],"advancement":[2],"of":[3,18,39,58,127,180,191],"big":[4,112,161],"data":[5,162],"and":[6,21,31,43,56,65,90,98,100,114,142,163,201],"neural":[7,115,165],"network":[8,116],"technology,":[9],"flipped":[10,60,110,131,153,184],"classroom":[11,61,88,132,154,185],"informatization":[12],"has":[13,83],"shifted":[14],"traditional":[16],"order":[17],"knowledge":[19,29,32],"transfer":[20],"internalization,":[22],"emphasizing":[23],"students\u2019":[24,87,149],"autonomous":[25],"learning":[26,94],"before":[27],"class,":[28],"absorption,":[30],"completion":[33],"in":[34,80,182],"class":[35],"with":[36,124],"assistance":[38],"teachers.":[40],"Students\u2019":[41],"internalization":[42],"consolidation":[44],"create":[45],"conditions":[47],"for":[48,102,168,178],"individualized":[49],"learning.":[50],"In":[51],"foreign":[52],"teaching,":[53],"benefits":[55],"feasibility":[57],"have":[62],"been":[63],"demonstrated,":[64],"it":[66],"is":[67,96,209],"a":[68,160],"promising":[69,85],"new":[70],"teaching":[71,79],"model.":[72,155],"Although":[73],"recent":[74],"research":[75],"on":[76],"oral":[77,103,121,139,170,192],"English":[78,122,140,171,193],"Chinese":[81],"universities":[82],"yielded":[84],"results,":[86],"activity":[89],"participation":[91],"remain":[92],"low,":[93],"initiative":[95],"lacking,":[97],"opportunities":[99],"time":[101],"training":[104],"are":[105],"insufficient.":[106],"This":[107,156],"article":[108],"uses":[109],"classroom,":[111],"data,":[113],"technology":[117],"to":[118,187],"teach":[119],"college":[120],"classes,":[123],"goal":[126],"determining":[128],"whether":[129],"model":[133],"can":[134,175],"help":[135],"students":[136,181],"improve":[137,188],"their":[138],"proficiency":[141],"self\u2010learning":[143],"ability,":[144],"as":[145,147],"well":[146],"exploring":[148],"attitudes":[150],"toward":[151],"paper":[157],"first":[158],"proposes":[159],"deep":[164],"network\u2010based":[166],"algorithm":[167,208],"detecting":[169],"pronunciation":[172],"errors,":[173],"which":[174],"be":[176],"used":[177],"self\u2010correction":[179],"mode":[186],"quality":[190],"teaching.":[194],"Finally,":[195],"we":[196],"also":[197],"conducted":[198],"simulation":[199],"experiments,":[200],"experimental":[203],"results":[204],"show":[205],"that":[206],"our":[207],"4.12%":[210],"better":[211],"than":[212],"SVM.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}