{"id":"https://openalex.org/W4228998772","doi":"https://doi.org/10.1155/2022/3356919","title":"Analysis of Teaching Effect of English Classroom Mind Map Based on a Logistic Regression Model","display_name":"Analysis of Teaching Effect of English Classroom Mind Map Based on a Logistic Regression Model","publication_year":2022,"publication_date":"2022-05-06","ids":{"openalex":"https://openalex.org/W4228998772","doi":"https://doi.org/10.1155/2022/3356919"},"language":"en","primary_location":{"id":"doi:10.1155/2022/3356919","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/3356919","pdf_url":"https://downloads.hindawi.com/journals/js/2022/3356919.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","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/js/2022/3356919.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yan Deng","orcid":"https://orcid.org/0000-0001-8133-4309"},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Deng","raw_affiliation_strings":["School of Foreign Languages, Jiangxi University of Science and Technology, Ganzhou 341000, China"],"raw_orcid":"https://orcid.org/0000-0001-8133-4309","affiliations":[{"raw_affiliation_string":"School of Foreign Languages, Jiangxi University of Science and Technology, Ganzhou 341000, China","institution_ids":["https://openalex.org/I4510145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100617073","display_name":"Rui Zhu","orcid":"https://orcid.org/0000-0002-9640-0716"},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Zhu","raw_affiliation_strings":["School of Foreign Languages, Jiangxi University of Science and Technology, Ganzhou 341000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Foreign Languages, Jiangxi University of Science and Technology, Ganzhou 341000, China","institution_ids":["https://openalex.org/I4510145"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4510145"],"apc_list":{"value":2375,"currency":"USD","value_usd":2375},"apc_paid":{"value":2375,"currency":"USD","value_usd":2375},"fwci":0.3486,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63711306,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.9919999837875366,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.9919999837875366,"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/T11526","display_name":"Innovative Teaching Methods","score":0.9713000059127808,"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/T13567","display_name":"AI and Multimedia in Education","score":0.9402999877929688,"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/logistic-regression","display_name":"Logistic regression","score":0.7472877502441406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.630047619342804},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6086583137512207},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5668705701828003},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4731648564338684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4569341540336609},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.44860202074050903},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4240858554840088},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3996203541755676},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20051291584968567},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.11185052990913391}],"concepts":[{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.7472877502441406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.630047619342804},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6086583137512207},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5668705701828003},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4731648564338684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4569341540336609},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.44860202074050903},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4240858554840088},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3996203541755676},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20051291584968567},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.11185052990913391},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2022/3356919","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/3356919","pdf_url":"https://downloads.hindawi.com/journals/js/2022/3356919.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b2b68fa2c1db46cc9d007f4c472cdced","is_oa":false,"landing_page_url":"https://doaj.org/article/b2b68fa2c1db46cc9d007f4c472cdced","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":"Journal of Sensors, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/3356919","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/3356919","pdf_url":"https://downloads.hindawi.com/journals/js/2022/3356919.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.800000011920929,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324981","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4228998772.pdf","grobid_xml":"https://content.openalex.org/works/W4228998772.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2586401767","https://openalex.org/W2603910362","https://openalex.org/W2620697797","https://openalex.org/W2763141001","https://openalex.org/W2778197949","https://openalex.org/W2795186728","https://openalex.org/W2796767777","https://openalex.org/W2804788048","https://openalex.org/W2907892170","https://openalex.org/W2944597030","https://openalex.org/W2947056362","https://openalex.org/W2954241702","https://openalex.org/W2955440842","https://openalex.org/W2971252035","https://openalex.org/W3025472794","https://openalex.org/W3035315087","https://openalex.org/W3097326359","https://openalex.org/W4231432008","https://openalex.org/W4252665521","https://openalex.org/W4376849701"],"related_works":["https://openalex.org/W2129863591","https://openalex.org/W1596769710","https://openalex.org/W2923497059","https://openalex.org/W2978363435","https://openalex.org/W4394896199","https://openalex.org/W3217448422","https://openalex.org/W2351279712","https://openalex.org/W1548888553","https://openalex.org/W2908249560","https://openalex.org/W4292295382"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,17,56,70,92],"improve":[3],"the":[4,13,19,35,46,51,58,66,72,77,80,94,105,119,134],"effect":[5,110],"of":[6,22,29,61,96,108,111],"English":[7,23,115,144],"classroom":[8,24,30,62,116,145],"teaching,":[9,63],"this":[10,39,97,125],"paper":[11,40,88,126],"combines":[12,65,89],"pulse":[14],"neural":[15,53],"network":[16,54],"identify":[18],"teaching":[20,73,109,137],"process":[21,82],"and":[25,64],"conducts":[26],"real-time":[27,59],"supervision":[28],"dynamics":[31,60],"in":[32,114,124,143],"combination":[33],"with":[34],"actual":[36],"situation.":[37],"Moreover,":[38],"constructs":[41],"an":[42,140],"intelligent":[43],"system,":[44],"uses":[45],"recognition":[47],"method":[48],"based":[49,117],"on":[50,118],"spiking":[52],"image":[55],"collect":[57],"logistic":[67,120],"regression":[68,121],"model":[69,95,107,122],"evaluate":[71],"effect.":[74],"After":[75],"constructing":[76],"system":[78,81],"framework,":[79],"analysis":[83,106],"is":[84],"carried":[85],"out.":[86],"This":[87],"experimental":[90,100],"research":[91,101],"verify":[93],"paper.":[98],"The":[99],"results":[102],"show":[103],"that":[104,133],"mind":[112,135],"map":[113,136],"proposed":[123],"has":[127],"good":[128],"results,":[129],"which":[130],"also":[131],"verifies":[132],"can":[138],"play":[139],"important":[141],"role":[142],"teaching.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}