{"id":"https://openalex.org/W4400087006","doi":"https://doi.org/10.1007/s44196-024-00572-y","title":"Real-Time Classroom Behavior Analysis for Enhanced Engineering Education: An AI-Assisted Approach","display_name":"Real-Time Classroom Behavior Analysis for Enhanced Engineering Education: An AI-Assisted Approach","publication_year":2024,"publication_date":"2024-06-27","ids":{"openalex":"https://openalex.org/W4400087006","doi":"https://doi.org/10.1007/s44196-024-00572-y"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-024-00572-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-024-00572-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00572-y.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00572-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101550863","display_name":"Jia Cheng Hu","orcid":"https://orcid.org/0009-0008-1611-966X"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Hu","raw_affiliation_strings":["State Grid Hubei Electric Power Co. Ltd, Wuhan, 430000, China"],"affiliations":[{"raw_affiliation_string":"State Grid Hubei Electric Power Co. Ltd, Wuhan, 430000, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068191315","display_name":"Zhenxi Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenxi Huang","raw_affiliation_strings":["State Grid Hubei Electric Power Co. Ltd, Wuhan, 430000, China"],"affiliations":[{"raw_affiliation_string":"State Grid Hubei Electric Power Co. Ltd, Wuhan, 430000, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092421482","display_name":"Jing Li","orcid":"https://orcid.org/0009-0006-0922-3317"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Li","raw_affiliation_strings":["State Grid Hubei Electric Power Co. Ltd, Wuhan, 430000, China"],"affiliations":[{"raw_affiliation_string":"State Grid Hubei Electric Power Co. Ltd, Wuhan, 430000, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102873271","display_name":"Lingfeng Xu","orcid":"https://orcid.org/0000-0002-6554-9438"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingfeng Xu","raw_affiliation_strings":["State Grid Hubei Electric Power Co. Ltd, Wuhan, 430000, China"],"affiliations":[{"raw_affiliation_string":"State Grid Hubei Electric Power Co. Ltd, Wuhan, 430000, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103003736","display_name":"Yuntao Zou","orcid":"https://orcid.org/0000-0002-8492-7684"},"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":true,"raw_author_name":"Yuntao Zou","raw_affiliation_strings":["School of Energy and Power Engineering, Huazhong University of Science and Technology, Wuhan, 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Energy and Power Engineering, Huazhong University of Science and Technology, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103003736"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":11.2299,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.98410719,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"17","issue":"1","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":0.9901999831199646,"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":0.9901999831199646,"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":0.5197410583496094},{"id":"https://openalex.org/keywords/applied-behavior-analysis","display_name":"Applied behavior analysis","score":0.45550796389579773},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3407893776893616},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33882471919059753},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3280947506427765},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.09487476944923401}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5197410583496094},{"id":"https://openalex.org/C2777976975","wikidata":"https://www.wikidata.org/wiki/Q621607","display_name":"Applied behavior analysis","level":3,"score":0.45550796389579773},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3407893776893616},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33882471919059753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3280947506427765},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.09487476944923401},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44196-024-00572-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-024-00572-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00572-y.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:442f04dec0f644ba9eed94fa1cb9f11b","is_oa":true,"landing_page_url":"https://doaj.org/article/442f04dec0f644ba9eed94fa1cb9f11b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 17, Iss 1, Pp 1-15 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44196-024-00572-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-024-00572-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00572-y.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4400087006.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1483408659","https://openalex.org/W1532161419","https://openalex.org/W1996607576","https://openalex.org/W2052729098","https://openalex.org/W2070252312","https://openalex.org/W2123184471","https://openalex.org/W2140550495","https://openalex.org/W2301621274","https://openalex.org/W2795299975","https://openalex.org/W2884585870","https://openalex.org/W2894268739","https://openalex.org/W2894468641","https://openalex.org/W2900164843","https://openalex.org/W2985936223","https://openalex.org/W2990166830","https://openalex.org/W2996621149","https://openalex.org/W2997300544","https://openalex.org/W2998896153","https://openalex.org/W3094151137","https://openalex.org/W3145534909","https://openalex.org/W4225497406","https://openalex.org/W4285250231","https://openalex.org/W4287886624","https://openalex.org/W4376275117"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2911440870","https://openalex.org/W4396696052","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Abstract":[0],"Modern":[1],"teaching":[2,17,20,30,66,186,197,213],"has":[3],"made":[4],"significant":[5,176],"progress,":[6],"with":[7,143],"many":[8],"advanced":[9],"equipment":[10],"and":[11,87,101,184,210],"technologies":[12],"being":[13],"introduced":[14],"into":[15,112],"the":[16,85,97,113,157,168],"process.":[18,170],"Experimental":[19],"of":[21,80,89],"engineering":[22,32,48,62,216],"design":[23,63,217],"courses":[24],"is":[25],"important.":[26],"Due":[27],"to":[28,47,60,119,156],"limited":[29,38],"resources,":[31],"students":[33],"need":[34],"effective":[35],"guidance":[36],"during":[37],"laboratory":[39,212],"time.":[40],"We":[41,50],"will":[42,51],"introduce":[43],"artificial":[44,53],"intelligence":[45,54],"solutions":[46],"education.":[49],"use":[52],"technology":[55],"for":[56,151],"classroom":[57,152],"behavior":[58],"analysis":[59],"improve":[61,211],"practice":[64],"courses'":[65],"effectiveness.":[67],"In":[68,154],"an":[69],"instructional":[70,169,179],"milieu,":[71],"image":[72],"acquisition":[73],"tools":[74],"such":[75],"as":[76],"cameras":[77],"are":[78],"capable":[79],"real-time":[81,172],"data":[82],"capture,":[83],"facilitating":[84],"identification":[86],"enumeration":[88],"students'":[90,98,114,207],"emotional":[91],"states.":[92],"Concurrently,":[93],"analytical":[94],"software":[95],"gauges":[96],"interaction":[99],"patterns":[100],"performs":[102],"comprehensive":[103],"cluster":[104],"analysis.":[105],"Such":[106],"multifaceted":[107],"information":[108],"provides":[109],"valuable":[110],"insights":[111],"educational":[115],"engagement,":[116],"allowing":[117],"educators":[118],"tailor":[120],"their":[121],"approach,":[122],"thereby":[123],"fostering":[124],"enhanced":[125],"pedagogical":[126],"outcomes.":[127],"The":[128,188],"emotion":[129],"recognition":[130],"model":[131],"we":[132],"have":[133],"developed,":[134],"namely":[135],"ERAM,":[136],"demonstrates":[137],"a":[138,148,175],"rapid":[139],"response":[140],"rate":[141],"coupled":[142],"dependable":[144],"accuracy,":[145],"making":[146],"it":[147],"robust":[149],"tool":[150],"implementation.":[153],"contrast":[155],"conventional":[158],"post-lesson":[159],"evaluations,":[160],"our":[161],"proposed":[162],"technique":[163],"furnishes":[164],"immediate":[165],"feedback":[166],"throughout":[167],"This":[171],"approach":[173],"heralds":[174],"shift":[177],"in":[178,215],"methodology,":[180],"promoting":[181],"timely":[182],"intervention":[183],"adaptive":[185],"strategies.":[187],"control":[189],"group":[190],"experiment":[191],"showed":[192],"that":[193],"intelligent":[194],"systems":[195,202],"improved":[196],"effectiveness":[198],"by":[199],"8.44%.":[200],"Intelligent":[201],"can":[203],"help":[204],"teachers":[205],"understand":[206],"learning":[208],"status":[209],"quality":[214],"courses.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}
