{"id":"https://openalex.org/W3012426282","doi":"https://doi.org/10.4018/ijehmc.2020070101","title":"A Survey on Fatigue Detection of Workers Using Machine Learning","display_name":"A Survey on Fatigue Detection of Workers Using Machine Learning","publication_year":2020,"publication_date":"2020-03-20","ids":{"openalex":"https://openalex.org/W3012426282","doi":"https://doi.org/10.4018/ijehmc.2020070101","mag":"3012426282"},"language":"en","primary_location":{"id":"doi:10.4018/ijehmc.2020070101","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijehmc.2020070101","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=251853&isxn=9781799806912","source":{"id":"https://openalex.org/S18047094","display_name":"International Journal of E-Health and Medical Communications","issn_l":"1947-315X","issn":["1947-315X","1947-3168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of E-Health and Medical Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=251853&isxn=9781799806912","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108675797","display_name":"Nisha Yadav","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nisha Yadav","raw_affiliation_strings":["JSS Academy of Technical Education, Noida, India"],"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education, Noida, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102713053","display_name":"Kakoli Banerjee","orcid":"https://orcid.org/0000-0002-4306-2194"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kakoli Banerjee","raw_affiliation_strings":["JSS Academy of Technical Education, Noida, India"],"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education, Noida, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089325290","display_name":"Vikram Bali","orcid":"https://orcid.org/0000-0002-2809-8455"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vikram Bali","raw_affiliation_strings":["JSS Academy of Technical Education, Noida, India"],"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education, Noida, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108675797"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.271,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.94488464,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"11","issue":"3","first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9846000075340271,"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/laptop","display_name":"Laptop","score":0.7761918306350708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6180310249328613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5148779153823853},{"id":"https://openalex.org/keywords/office-workers","display_name":"Office workers","score":0.4903535842895508},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.490296870470047},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4603239595890045},{"id":"https://openalex.org/keywords/sleep-quality","display_name":"Sleep quality","score":0.4126529097557068},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4041672945022583},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24691584706306458},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15759891271591187},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12118655443191528},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.11696487665176392}],"concepts":[{"id":"https://openalex.org/C2780008327","wikidata":"https://www.wikidata.org/wiki/Q3962","display_name":"Laptop","level":2,"score":0.7761918306350708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6180310249328613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5148779153823853},{"id":"https://openalex.org/C3019136136","wikidata":"https://www.wikidata.org/wiki/Q255274","display_name":"Office workers","level":2,"score":0.4903535842895508},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.490296870470047},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4603239595890045},{"id":"https://openalex.org/C2983189541","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep quality","level":3,"score":0.4126529097557068},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4041672945022583},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24691584706306458},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15759891271591187},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12118655443191528},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.11696487665176392},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijehmc.2020070101","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijehmc.2020070101","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=251853&isxn=9781799806912","source":{"id":"https://openalex.org/S18047094","display_name":"International Journal of E-Health and Medical Communications","issn_l":"1947-315X","issn":["1947-315X","1947-3168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of E-Health and Medical Communications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jehmc0:v:11:y:2020:i:3:p:1-8","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJEHMC.2020070101","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":{"id":"doi:10.4018/ijehmc.2020070101","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijehmc.2020070101","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=251853&isxn=9781799806912","source":{"id":"https://openalex.org/S18047094","display_name":"International Journal of E-Health and Medical Communications","issn_l":"1947-315X","issn":["1947-315X","1947-3168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of E-Health and Medical Communications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3012426282.pdf","grobid_xml":"https://content.openalex.org/works/W3012426282.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1968952909","https://openalex.org/W2052232389","https://openalex.org/W2067627891","https://openalex.org/W2095762036","https://openalex.org/W2134738818","https://openalex.org/W2143279446","https://openalex.org/W2152898629","https://openalex.org/W2171221410","https://openalex.org/W2171308288","https://openalex.org/W2184352610","https://openalex.org/W2349191642","https://openalex.org/W2551650998","https://openalex.org/W2584379821","https://openalex.org/W2595203562","https://openalex.org/W2597707652","https://openalex.org/W2613168253","https://openalex.org/W2789261132","https://openalex.org/W2790024604","https://openalex.org/W2792572364","https://openalex.org/W2796663694","https://openalex.org/W2811436839","https://openalex.org/W2885074904","https://openalex.org/W2955310496","https://openalex.org/W6682655239"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4205958290","https://openalex.org/W3012426282"],"abstract_inverted_index":{"In":[0],"the":[1,5,8,113,116,126,134,140,150,162],"software":[2,101],"industry,":[3],"where":[4],"quality":[6],"of":[7,43,57,67,75,79,104,115,149],"output":[9],"is":[10,29,107,112,123],"based":[11],"on":[12,125],"human":[13],"performance,":[14],"fatigue":[15,44,66,89,158],"can":[16,46,61,85,153],"be":[17,62,154],"a":[18,31,54,80,146],"reason":[19],"for":[20,64,87,100,133,156],"performance":[21],"degradation.":[22],"Fatigue":[23],"not":[24],"only":[25],"degrades":[26],"quality,":[27],"but":[28,92],"also":[30],"health":[32],"risk":[33],"factor.":[34],"Sleep":[35],"disorders,":[36],"depression,":[37],"and":[38,69,129,160],"stress":[39],"are":[40,94,98],"all":[41],"results":[42],"which":[45,60,97,152],"contribute":[47],"to":[48,138],"fatal":[49],"problems.":[50],"This":[51,143],"article":[52,144],"presents":[53,145],"comparative":[55,147],"study":[56,148],"different":[58],"techniques":[59,151],"used":[63,86,155],"detecting":[65],"programmers":[68],"data":[70],"miners":[71],"who":[72],"spent":[73],"lots":[74],"time":[76],"in":[77],"front":[78],"computer":[81,117],"screen.":[82],"Machine":[83],"learning":[84,136],"worker":[88],"detection":[90,159],"also,":[91],"there":[93],"some":[95],"factors":[96,106],"specific":[99],"workers.":[102],"One":[103],"such":[105],"screen":[108,118,121],"illumination.":[109],"Screen":[110],"illumination":[111],"light":[114],"or":[119],"laptop":[120],"that":[122],"casted":[124],"workers":[127],"face":[128],"makes":[130],"it":[131],"difficult":[132],"machine":[135],"algorithm":[137],"extract":[139],"facial":[141],"features.":[142],"general":[157],"identifies":[161],"best":[163],"techniques.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
