{"id":"https://openalex.org/W3038114492","doi":"https://doi.org/10.3233/jifs-179952","title":"Network education platform in flipped classroom based on improved cloud computing and support vector machine","display_name":"Network education platform in flipped classroom based on improved cloud computing and support vector machine","publication_year":2020,"publication_date":"2020-06-26","ids":{"openalex":"https://openalex.org/W3038114492","doi":"https://doi.org/10.3233/jifs-179952","mag":"3038114492"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179952","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179952","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"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 Intelligent &amp; Fuzzy Systems","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/A5007275624","display_name":"Jing Leng","orcid":"https://orcid.org/0000-0002-3668-3347"},"institutions":[{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leng Jing","raw_affiliation_strings":["Department of Information Technology, Hubei University of Police, Wuhan, China","Electronic Forensics and Trusted Applications Hubei Collaborative Innovation Center, Wuhan, China","Department of Information Technology, Hubei University of Police, Wuhan, China; Electronic Forensics and Trusted Applications Hubei Collaborative Innovation Center, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Hubei University of Police, Wuhan, China","institution_ids":[]},{"raw_affiliation_string":"Electronic Forensics and Trusted Applications Hubei Collaborative Innovation Center, Wuhan, China","institution_ids":["https://openalex.org/I4210160629"]},{"raw_affiliation_string":"Department of Information Technology, Hubei University of Police, Wuhan, China; Electronic Forensics and Trusted Applications Hubei Collaborative Innovation Center, Wuhan, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039529981","display_name":"Bo Zhu","orcid":"https://orcid.org/0000-0001-6567-7141"},"institutions":[{"id":"https://openalex.org/I4210160344","display_name":"Tongji Hospital","ror":"https://ror.org/04xy45965","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210160344"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhu Bo","raw_affiliation_strings":["Orthopedics department, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orthopedics department, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210160344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059879728","display_name":"Qingxiang Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingxiang Tian","raw_affiliation_strings":["School of Education, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Education, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040276913","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0002-3679-9876"},"institutions":[{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Xu","raw_affiliation_strings":["Department of Information Technology, Hubei University of Police, Wuhan, China","Electronic Forensics and Trusted Applications Hubei Collaborative Innovation Center, Wuhan, China","Department of Information Technology, Hubei University of Police, Wuhan, China; Electronic Forensics and Trusted Applications Hubei Collaborative Innovation Center, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Hubei University of Police, Wuhan, China","institution_ids":[]},{"raw_affiliation_string":"Electronic Forensics and Trusted Applications Hubei Collaborative Innovation Center, Wuhan, China","institution_ids":["https://openalex.org/I4210160629"]},{"raw_affiliation_string":"Department of Information Technology, Hubei University of Police, Wuhan, China; Electronic Forensics and Trusted Applications Hubei Collaborative Innovation Center, Wuhan, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019599432","display_name":"Jiaoxue Shi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiaoxue Shi","raw_affiliation_strings":["Network Center, Hubei University of Police, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network Center, Hubei University of Police, Wuhan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039529981"],"corresponding_institution_ids":["https://openalex.org/I4210160344","https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":5.5616,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.96151226,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"39","issue":"2","first_page":"1793","last_page":"1803"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11526","display_name":"Innovative Teaching Methods","score":0.9492999911308289,"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":0.9492999911308289,"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":0.9301000237464905,"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":0.7695446610450745},{"id":"https://openalex.org/keywords/grasp","display_name":"GRASP","score":0.7569319009780884},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6911418437957764},{"id":"https://openalex.org/keywords/flipped-classroom","display_name":"Flipped classroom","score":0.6285349726676941},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.614488422870636},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5584064722061157},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.479458212852478},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.464290976524353},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.45525726675987244},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45357170701026917},{"id":"https://openalex.org/keywords/batch-processing","display_name":"Batch processing","score":0.42235106229782104},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.41479235887527466},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34819525480270386},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.31340253353118896},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.18966645002365112},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12101924419403076},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.06885913014411926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7695446610450745},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.7569319009780884},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6911418437957764},{"id":"https://openalex.org/C2778156053","wikidata":"https://www.wikidata.org/wiki/Q80267","display_name":"Flipped classroom","level":2,"score":0.6285349726676941},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.614488422870636},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5584064722061157},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.479458212852478},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.464290976524353},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.45525726675987244},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45357170701026917},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.42235106229782104},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.41479235887527466},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34819525480270386},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.31340253353118896},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.18966645002365112},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12101924419403076},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.06885913014411926},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179952","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179952","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"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 Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2562763921","https://openalex.org/W2578938045","https://openalex.org/W2586508885","https://openalex.org/W2589972495","https://openalex.org/W2606321110","https://openalex.org/W2613271416","https://openalex.org/W2623903707","https://openalex.org/W2625629583","https://openalex.org/W2796287992"],"related_works":["https://openalex.org/W2163296013","https://openalex.org/W165915117","https://openalex.org/W2326995835","https://openalex.org/W2743859443","https://openalex.org/W2059402478","https://openalex.org/W2123347777","https://openalex.org/W4387804363","https://openalex.org/W2477150073","https://openalex.org/W2019547100","https://openalex.org/W4387947522"],"abstract_inverted_index":{"The":[0,165],"current":[1],"online":[2,56,110,129],"education":[3,111,130],"platform":[4,58,131,178],"has":[5,13,180],"gradually":[6],"replaced":[7],"the":[8,27,30,49,55,61,66,75,80,88,95,101,105,109,160,170],"traditional":[9,50],"teaching":[10,17,24,51,57,81,177],"mode":[11,25],"and":[12,71,99,132,148,155,179],"become":[14],"an":[15,39],"efficient":[16],"method.":[18],"Flipping":[19],"classroom":[20],"is":[21,37,173],"a":[22,122],"new":[23],"under":[26],"background":[28],"of":[29,33,42,69,108],"rapid":[31],"development":[32],"information":[34],"technology.":[35],"It":[36],"also":[38],"important":[40],"way":[41],"multimedia":[43],"network":[44,176],"teaching.":[45],"However,":[46],"compared":[47],"with":[48],"mode,":[52],"teachers":[53],"in":[54],"cannot":[59],"judge":[60],"students\u2019":[62,67,76],"psychological":[63],"activities":[64],"through":[65,79,137],"state":[68,124],"mind,":[70],"they":[72],"can":[73],"grasp":[74],"learning":[77,106],"status":[78],"process.":[82],"Based":[83],"on":[84,87],"this,":[85],"based":[86],"cloud":[89],"computing":[90],"platform,":[91],"this":[92,114,141],"study":[93,115,142],"improves":[94,100],"data":[96,163],"transmission":[97],"effect":[98],"algorithm":[102,134,147,157,172],"according":[103],"to":[104,120,158],"process":[107],"platform.":[112],"Moreover,":[113],"combines":[116],"support":[117],"vector":[118],"machine":[119],"construct":[121],"student":[123],"recognition":[125],"system":[126],"suitable":[127,174],"for":[128,175],"conducts":[133],"performance":[135],"analysis":[136],"experiments.":[138],"In":[139],"addition,":[140],"uses":[143],"MKmeans":[144],"algorithm,":[145,151],"Kmeans":[146,150],"improved":[149],"that":[152,169],"is,":[153],"K-mediods":[154],"Xmeans":[156],"compare":[159],"pre-processed":[161],"final":[162],"sets.":[164],"research":[166],"results":[167],"show":[168],"proposed":[171],"certain":[181],"practical":[182],"effects.":[183]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
