{"id":"https://openalex.org/W4403340616","doi":"https://doi.org/10.1142/s0219649224501016","title":"The Impact of Machine Learning-based Student Behaviour Detection on Teaching in Teaching Classroom Scenarios","display_name":"The Impact of Machine Learning-based Student Behaviour Detection on Teaching in Teaching Classroom Scenarios","publication_year":2024,"publication_date":"2024-10-10","ids":{"openalex":"https://openalex.org/W4403340616","doi":"https://doi.org/10.1142/s0219649224501016"},"language":"en","primary_location":{"id":"doi:10.1142/s0219649224501016","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649224501016","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information &amp; Knowledge Management","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":null,"display_name":"Qian Zhang","orcid":"https://orcid.org/0009-0007-2808-8111"},"institutions":[{"id":"https://openalex.org/I4210152160","display_name":"Zhengzhou Railway Vocational & Technical College","ror":"https://ror.org/04zs83x19","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qian Zhang","raw_affiliation_strings":["Development and Planning Office, Zhengzhou Railway Vocational & Technical College, Zhengzhou 450000, P. R. China"],"raw_orcid":"https://orcid.org/0009-0007-2808-8111","affiliations":[{"raw_affiliation_string":"Development and Planning Office, Zhengzhou Railway Vocational & Technical College, Zhengzhou 450000, P. R. China","institution_ids":["https://openalex.org/I4210152160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210152160"],"apc_list":null,"apc_paid":null,"fwci":0.3196,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70056902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"24","issue":"01","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.7752000093460083,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.7752000093460083,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.6944850087165833},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5955740809440613},{"id":"https://openalex.org/keywords/teaching-and-learning-center","display_name":"Teaching and learning center","score":0.5097965598106384},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.507356584072113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3892841935157776},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3366711139678955},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19872242212295532}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6944850087165833},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5955740809440613},{"id":"https://openalex.org/C151416629","wikidata":"https://www.wikidata.org/wiki/Q7691292","display_name":"Teaching and learning center","level":3,"score":0.5097965598106384},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.507356584072113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3892841935157776},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3366711139678955},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19872242212295532}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219649224501016","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649224501016","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information &amp; Knowledge Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:jikmxx:v:24:y:2025:i:01:n:s0219649224501016","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219649224501016","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W3212368572","https://openalex.org/W4200528772","https://openalex.org/W4206831911","https://openalex.org/W4212795422","https://openalex.org/W4213285536","https://openalex.org/W4283836352","https://openalex.org/W4284887847","https://openalex.org/W4286685516","https://openalex.org/W4295798883","https://openalex.org/W4312077660","https://openalex.org/W4313214432","https://openalex.org/W4313465452","https://openalex.org/W4320499010","https://openalex.org/W4321435489","https://openalex.org/W4323044325","https://openalex.org/W4323361262","https://openalex.org/W4327555663","https://openalex.org/W4361760625","https://openalex.org/W4361854962","https://openalex.org/W4362559926","https://openalex.org/W4362579144","https://openalex.org/W4384068201","https://openalex.org/W4385356417","https://openalex.org/W4387687448","https://openalex.org/W4392002640","https://openalex.org/W4399054358"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0,188],"purpose":[1],"of":[2,10,16,72,141,172,177,182,191,205,207,227],"this":[3,67],"study":[4],"is":[5,39,146,195],"to":[6,28,32,45,53,56],"address":[7],"the":[8,40,60,69,86,102,124,132,138,144,169,175,185,192,203,225],"issue":[9],"low":[11],"efficiency":[12],"and":[13,47,50,62,82,105,110,143,211,219,223],"time-consuming":[14],"monitoring":[15],"student":[17,33,94,112,198],"classroom":[18,22,34,61,71,194,213],"behaviour":[19,35,58,95,113,139,199],"in":[20,59,148],"teaching":[21,38,70,119,193],"scenarios,":[23],"as":[24,26,77],"well":[25],"how":[27],"apply":[29],"deep":[30],"learning":[31],"detection.":[36],"Classroom":[37],"main":[41],"way":[42],"for":[43,80,117],"students":[44,74,167,178],"acquire":[46],"master":[48],"knowledge,":[49],"teachers":[51,216],"need":[52],"pay":[54],"attention":[55],"students\u2019":[57],"make":[63],"timely":[64],"corrections.":[65],"In":[66],"study,":[68],"undergraduate":[73],"was":[75,98,121],"used":[76],"an":[78],"example":[79],"application":[81],"analysis.":[83],"Based":[84],"on":[85],"You":[87],"Only":[88],"Look":[89],"Once":[90],"v5s":[91],"network,":[92],"a":[93,111,180],"detection":[96],"algorithm":[97],"designed":[99],"by":[100],"combining":[101],"ghosting":[103],"module":[104],"optimised":[106],"feature":[107],"fusion":[108],"structure,":[109],"association":[114],"technology":[115],"suitable":[116],"continuous":[118],"classrooms":[120],"designed.":[122],"Through":[123,152],"visualisation":[125],"results,":[126],"it":[127,158],"can":[128,135,159,201],"be":[129,160],"seen":[130],"that":[131,162],"research":[133],"method":[134],"accurately":[136],"detect":[137],"categories":[140],"students,":[142,208],"effect":[145],"better":[147],"target":[149],"dense":[150],"scenes.":[151],"quantitative":[153],"analysis":[154],"using":[155],"correlation":[156],"technology,":[157],"concluded":[161],"there":[163],"are":[164],"very":[165],"few":[166],"with":[168,217],"lowest":[170],"level":[171,181,204],"seriousness,":[173],"while":[174],"majority":[176],"have":[179],"seriousness":[183,206],"above":[184],"qualified":[186],"level.":[187],"overall":[189],"situation":[190],"good.":[196],"These":[197],"analyses":[200],"energy":[202],"form":[209],"effective":[210],"objective":[212,218],"feedback,":[214],"provide":[215],"accurate":[220],"reference":[221],"value,":[222],"promote":[224],"construction":[226],"smart":[228],"classrooms.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
