{"id":"https://openalex.org/W4388936837","doi":"https://doi.org/10.1109/icccnt56998.2023.10307866","title":"EduVigil: Shaping the Future of Education with AI - An Intriguing Case Study","display_name":"EduVigil: Shaping the Future of Education with AI - An Intriguing Case Study","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388936837","doi":"https://doi.org/10.1109/icccnt56998.2023.10307866"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10307866","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10307866","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-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/A5104201947","display_name":"Abhinaya Saravanan","orcid":null},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Abhinaya Saravanan","raw_affiliation_strings":["Abu Dhabi University,Information Technology Alumnus,Zayed-City, Abu Dhabi,UAE","Information Technology Alumnus, Abu Dhabi University, Zayed-City, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Abu Dhabi University,Information Technology Alumnus,Zayed-City, Abu Dhabi,UAE","institution_ids":["https://openalex.org/I117222138"]},{"raw_affiliation_string":"Information Technology Alumnus, Abu Dhabi University, Zayed-City, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072962013","display_name":"S. David Samuel Azariya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. David Samuel Azariya","raw_affiliation_strings":["Sona College of Technology,Information Technology,Salem,India","Information Technology, Sona College of Technology, Salem, India"],"affiliations":[{"raw_affiliation_string":"Sona College of Technology,Information Technology,Salem,India","institution_ids":[]},{"raw_affiliation_string":"Information Technology, Sona College of Technology, Salem, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073843480","display_name":"Nisha Soms","orcid":"https://orcid.org/0000-0002-5129-9394"},"institutions":[{"id":"https://openalex.org/I4210133257","display_name":"KPR Institute of Engineering and Technology","ror":"https://ror.org/02q9f3a53","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210133257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nisha Soms","raw_affiliation_strings":["KPR Institute of Engineering and Technology,Coimbatore,India","KPR Institute of Engineering and Technology, Coimbatore, India"],"affiliations":[{"raw_affiliation_string":"KPR Institute of Engineering and Technology,Coimbatore,India","institution_ids":["https://openalex.org/I4210133257"]},{"raw_affiliation_string":"KPR Institute of Engineering and Technology, Coimbatore, India","institution_ids":["https://openalex.org/I4210133257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104201948","display_name":"Archana Shyam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Archana Shyam","raw_affiliation_strings":["Global Indian International School,Abu Dhabi,UAE","Global Indian International School, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Global Indian International School,Abu Dhabi,UAE","institution_ids":[]},{"raw_affiliation_string":"Global Indian International School, Abu Dhabi, UAE","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5104201947"],"corresponding_institution_ids":["https://openalex.org/I117222138"],"apc_list":null,"apc_paid":null,"fwci":0.6141,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70433549,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.8356964588165283},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.7226925492286682},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5528273582458496},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5204551219940186},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44834867119789124},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3575342297554016},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3256271481513977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8356964588165283},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.7226925492286682},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5528273582458496},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5204551219940186},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44834867119789124},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3575342297554016},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3256271481513977}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10307866","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10307866","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1922655562","https://openalex.org/W2130942839","https://openalex.org/W2145287260","https://openalex.org/W2145339207","https://openalex.org/W2468114283","https://openalex.org/W2506282302","https://openalex.org/W2605961645","https://openalex.org/W2918008835","https://openalex.org/W2962730651","https://openalex.org/W2963037989","https://openalex.org/W2963192057","https://openalex.org/W2970419734","https://openalex.org/W3107659138","https://openalex.org/W6637373629","https://openalex.org/W6640090968","https://openalex.org/W6679436768","https://openalex.org/W6681342084"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W4306886878","https://openalex.org/W1517524280","https://openalex.org/W4323520239"],"abstract_inverted_index":{"The":[0,98],"rapid":[1],"transition":[2],"towards":[3],"digital":[4,206,269],"classrooms":[5],"underlines":[6],"the":[7,107,149,166,184,225,262],"urgent":[8],"need":[9],"for":[10,122,134,160,265],"advanced":[11],"tools":[12],"to":[13,40,143,197,240],"optimize":[14],"learning":[15,254],"experiences.":[16,255],"This":[17,234],"paper":[18],"presents":[19],"EduVigil,":[20],"a":[21,36,42,63,119,157,217],"comprehensive":[22],"multi-modal":[23],"AI-based":[24],"system":[25,167],"that":[26,251],"pioneers":[27],"real-time":[28,79,96,181,249],"monitoring":[29],"of":[30,51,66,100,109,221,228],"classrooms.":[31,207],"Our":[32],"approach":[33],"uniquely":[34],"leverages":[35],"custom":[37],"dataset":[38],"tailored":[39],"emulate":[41],"realistic":[43],"classroom":[44,232],"environment,":[45],"featuring":[46],"children":[47],"in":[48,205,230,268],"varying":[49],"states":[50],"attention,":[52],"pose,":[53],"gesture,":[54],"and":[55,74,95,148,187,193,203,213,247],"presence.":[56],"Utilizing":[57],"this":[58],"rich":[59],"dataset,":[60],"EduVigil":[61,229],"incorporates":[62],"diverse":[64],"set":[65],"features":[67],"including":[68,172],"facial":[69],"recognition,":[70,76,86,201],"attention":[71],"tracking,":[72],"pose":[73,139],"gesture":[75],"attendance":[77],"management,":[78],"alert":[80],"system,":[81],"sentiment":[82],"analysis,":[83],"automatic":[84,93,173,188],"speech":[85,174,200],"voice":[87],"detection,":[88],"behavior":[89],"prediction,":[90],"Chatbot":[91],"integration,":[92],"summarization,":[94],"translation.":[97],"display":[99],"these":[101],"remarkable":[102],"attributes":[103],"is":[104],"predicated":[105],"on":[106],"deployment":[108],"state-of-the-art":[110],"AI":[111,170],"techniques.":[112],"These":[113],"include":[114],"Convolutional":[115],"Neural":[116],"Networks":[117],"(CNNs),":[118],"powerful":[120],"tool":[121],"decoding":[123],"visual":[124],"data":[125],"patterns;":[126],"Long":[127],"Short-Term":[128],"Memory":[129],"networks":[130],"(LSTMs),":[131],"specifically":[132],"designed":[133],"scrutinizing":[135],"sequential":[136],"data;":[137],"sophisticated":[138,169],"estimation":[140],"algorithms,":[141],"engineered":[142],"accurately":[144],"locate":[145],"body":[146],"positions;":[147],"lightning-fast":[150],"YOLO":[151],"(You":[152],"Only":[153],"Look":[154],"Once)":[155],"algorithm,":[156],"crucial":[158],"asset":[159],"swift":[161],"object":[162],"identification":[163],"tasks.":[164],"Additionally,":[165],"employs":[168],"techniques":[171],"recognition":[175],"using":[176,183],"models":[177],"like":[178],"Mozilla's":[179],"DeepSpeech,":[180],"translation":[182],"Transformer":[185],"model,":[186,196],"summarization":[189,204],"inspired":[190],"by":[191],"Liu":[192],"Lapata's":[194],"extractive":[195],"enable":[198],"effective":[199],"translation,":[202],"A":[208],"case":[209],"study":[210],"involving":[211],"teacher":[212],"parent":[214],"surveys":[215],"indicates":[216],"strong":[218],"acceptance":[219,236],"rate":[220],"90":[222],"percent,":[223],"confirming":[224],"potential":[226,264],"impact":[227],"real":[231],"scenarios.":[233],"promising":[235,259],"highlights":[237],"its":[238],"capacity":[239],"enhance":[241],"student":[242],"engagement,":[243],"automate":[244],"administrative":[245],"tasks,":[246],"provide":[248],"insights":[250],"facilitate":[252],"personalized":[253],"Preliminary":[256],"tests":[257],"demonstrate":[258],"performance,":[260],"underpinning":[261],"system's":[263],"wide-ranging":[266],"applications":[267],"education.":[270]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}