{"id":"https://openalex.org/W4411098830","doi":"https://doi.org/10.1145/3723178.3723182","title":"Uncovering Hidden Realities of Child Labor Abuse in Egyptian Workplaces with Machine Learning and Explainable AI","display_name":"Uncovering Hidden Realities of Child Labor Abuse in Egyptian Workplaces with Machine Learning and Explainable AI","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4411098830","doi":"https://doi.org/10.1145/3723178.3723182"},"language":"en","primary_location":{"id":"doi:10.1145/3723178.3723182","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723182","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723182","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723182","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018675704","display_name":"Md Saef Ullah Miah","orcid":"https://orcid.org/0000-0003-4587-4636"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md Saef Ullah Miah","raw_affiliation_strings":["American International University-Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0003-4587-4636","affiliations":[{"raw_affiliation_string":"American International University-Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114287991","display_name":"Shahriar Siddique Ayon","orcid":"https://orcid.org/0009-0005-0030-5060"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shahriar Ayon","raw_affiliation_strings":["American International University, Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0005-0030-5060","affiliations":[{"raw_affiliation_string":"American International University, Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109446948","display_name":"Mahabub Hossain","orcid":"https://orcid.org/0009-0002-5934-2876"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Muhammad Ebrahim Hossain","raw_affiliation_strings":["American International University-Bangladesh (AIUB), Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0002-5934-2876","affiliations":[{"raw_affiliation_string":"American International University-Bangladesh (AIUB), Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079817556","display_name":"Nazia Farhana","orcid":"https://orcid.org/0000-0001-9640-340X"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nazia Farhana","raw_affiliation_strings":["American International University-Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0001-9640-340X","affiliations":[{"raw_affiliation_string":"American International University-Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032028824","display_name":"Abhijit Bhowmik","orcid":"https://orcid.org/0000-0002-9166-347X"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abhijit Bhowmik","raw_affiliation_strings":["American International University-Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-9166-347X","affiliations":[{"raw_affiliation_string":"American International University-Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018675704"],"corresponding_institution_ids":["https://openalex.org/I103434671"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33498205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"22","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.8138999938964844,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.8138999938964844,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T12488","display_name":"Mental Health via Writing","score":0.8039000034332275,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12462","display_name":"Elder Abuse and Neglect","score":0.8007000088691711,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5017228126525879},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4678920805454254},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34228163957595825},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3287665843963623}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5017228126525879},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4678920805454254},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34228163957595825},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3287665843963623}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3723178.3723182","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723182","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723182","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3723178.3723182","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723182","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723182","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411098830.pdf","grobid_xml":"https://content.openalex.org/works/W4411098830.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W67880282","https://openalex.org/W2791592617","https://openalex.org/W2969688580","https://openalex.org/W3014487746","https://openalex.org/W3101905815","https://openalex.org/W3115071275","https://openalex.org/W3122886537","https://openalex.org/W3127530254","https://openalex.org/W3175133071","https://openalex.org/W3184737574","https://openalex.org/W4205123268","https://openalex.org/W4226151922","https://openalex.org/W4283687150","https://openalex.org/W4285609110","https://openalex.org/W4290996021","https://openalex.org/W4291788653","https://openalex.org/W4308548014","https://openalex.org/W4319659982","https://openalex.org/W4323059999","https://openalex.org/W4366599349","https://openalex.org/W4386696898","https://openalex.org/W4399659908","https://openalex.org/W6925252222"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Child":[0],"labor":[1,46],"abuse":[2,130,171],"is":[3],"a":[4,59,144],"pervasive":[5],"global":[6],"problem,":[7],"especially":[8],"in":[9,48,67,85,149,160],"Egyptian":[10,49,150],"workplaces,":[11,151],"where":[12],"its":[13,132],"bureaucratic":[14],"processes":[15],"make":[16],"it":[17],"difficult":[18],"to":[19,39,76,135],"detect":[20],"and":[21,35,56,90,102,125,172],"intervene":[22],"such":[23,121,166],"phenomena.This":[24],"research":[25,140],"presents":[26],"an":[27,105],"in-depth":[28],"investigation":[29],"combining":[30],"explainable":[31],"artificial":[32],"intelligence":[33],"(XAI)":[34],"machine":[36,53],"learning":[37,54],"(ML)":[38],"uncover":[40],"the":[41,80,119],"hidden":[42,137],"reality":[43],"of":[44,62,64,107,164],"child":[45],"exploitation":[47],"companies.Applying":[50],"six":[51],"different":[52],"models":[55,94],"analyzing,":[57],"on":[58],"published":[60],"dataset":[61],"mistreatment":[63],"employed":[65],"children":[66],"Egypt,":[68],"Artificial":[69],"Neural":[70],"Network":[71],"(ANN)":[72],"model":[73],"turns":[74],"out":[75],"performs":[77],"better":[78],"than":[79],"other":[81,93,162],"models.It":[82],"shows":[83],"improvements":[84],"accuracy,":[86],"precision,":[87],"recall,":[88],"F1-score,":[89],"AUC,":[91],"over":[92],"including":[95],"Random":[96],"Forest,":[97],"Support":[98],"Vector":[99],"Classifier":[100],"(SVC),":[101],"AdaBoost,":[103],"with":[104],"accuracy":[106],"96.00%.Additionally,":[108],"Explainable":[109],"AI":[110],"methods":[111],"like":[112],"SHAPASH":[113],"analysis":[114],"offer":[115],"insightful":[116],"information":[117],"about":[118],"variables,":[120],"as":[122,167],"working":[123],"sector":[124],"night":[126],"shift":[127],"work,":[128],"driving":[129],"predictions.With":[131],"data-driven":[133],"method":[134],"reveal":[136],"realities,":[138],"this":[139],"not":[141],"only":[142],"promotes":[143],"safer":[145],"environment":[146],"for":[147],"kids":[148],"but":[152],"also":[153],"these":[154],"study":[155],"findings":[156],"can":[157],"be":[158],"expanded":[159],"identifying":[161],"form":[163],"abuses":[165],"elder":[168],"abuse,":[169],"substance":[170],"others.":[173]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}