{"id":"https://openalex.org/W4401647696","doi":"https://doi.org/10.1186/s40537-024-00978-7","title":"Internet of things and ensemble learning-based mental and physical fatigue monitoring for smart construction sites","display_name":"Internet of things and ensemble learning-based mental and physical fatigue monitoring for smart construction sites","publication_year":2024,"publication_date":"2024-08-16","ids":{"openalex":"https://openalex.org/W4401647696","doi":"https://doi.org/10.1186/s40537-024-00978-7"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-024-00978-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-024-00978-7","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00978-7","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00978-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073787834","display_name":"Bubryur Kim","orcid":"https://orcid.org/0000-0003-4226-7435"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Bubryur Kim","raw_affiliation_strings":["School of Space Engineering Sciences, Kyungpook National University, 80 Daehak-Ro, Buk-Gu, Daegu, 41566, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Space Engineering Sciences, Kyungpook National University, 80 Daehak-Ro, Buk-Gu, Daegu, 41566, Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015700005","display_name":"K. R. Sri Preethaa","orcid":null},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]},{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN","KR"],"is_corresponding":false,"raw_author_name":"K. R. Sri Preethaa","raw_affiliation_strings":["Intelligent Construction Automation Center, Kyungpook National University, 80, Daehak-Ro, Buk-Gu, Daegu, 41566, Korea","School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India, 632014"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Construction Automation Center, Kyungpook National University, 80, Daehak-Ro, Buk-Gu, Daegu, 41566, Korea","institution_ids":["https://openalex.org/I31419693"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India, 632014","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108881301","display_name":"Sujeen Song","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sujeen Song","raw_affiliation_strings":["Earth Turbine, 36, Dongdeok-Ro 40-Gil, Jung-Gu, Daegu, 41905, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth Turbine, 36, Dongdeok-Ro 40-Gil, Jung-Gu, Daegu, 41905, Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104433796","display_name":"R. R. Lukacs","orcid":null},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"R. R. Lukacs","raw_affiliation_strings":["Department of Robot and Smart System Engineering, Kyungpook National University, 80 Daehak-Ro, Buk-Gu, Daegu, 41566, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Robot and Smart System Engineering, Kyungpook National University, 80 Daehak-Ro, Buk-Gu, Daegu, 41566, Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077050902","display_name":"Jinwoo An","orcid":"https://orcid.org/0000-0001-8180-4024"},"institutions":[{"id":"https://openalex.org/I2802326326","display_name":"The University of Texas Rio Grande Valley","ror":"https://ror.org/02p5xjf12","country_code":"US","type":"education","lineage":["https://openalex.org/I2802326326"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinwoo An","raw_affiliation_strings":["Department of Civil Engineering, College of Engineering and Computer Science, The University of Texas Rio Grande Valley, Edinburg, TX, 78539, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, College of Engineering and Computer Science, The University of Texas Rio Grande Valley, Edinburg, TX, 78539, USA","institution_ids":["https://openalex.org/I2802326326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053204436","display_name":"Zengshun Chen","orcid":"https://orcid.org/0000-0001-5916-1165"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengshun Chen","raw_affiliation_strings":["School of Civil Engineering, Chongqing University, Chongqing, 400044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, Chongqing University, Chongqing, 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111256335","display_name":"Eui-Jung An","orcid":null},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Euijung An","raw_affiliation_strings":["Department of Robot and Smart System Engineering, Kyungpook National University, 80 Daehak-Ro, Buk-Gu, Daegu, 41566, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Robot and Smart System Engineering, Kyungpook National University, 80 Daehak-Ro, Buk-Gu, Daegu, 41566, Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115589172","display_name":"Sung\u2010Ho Kim","orcid":"https://orcid.org/0000-0001-9088-9840"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungho Kim","raw_affiliation_strings":["Department of Robot and Smart System Engineering, Kyungpook National University, 80 Daehak-Ro, Buk-Gu, Daegu, 41566, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Robot and Smart System Engineering, Kyungpook National University, 80 Daehak-Ro, Buk-Gu, Daegu, 41566, Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5073787834"],"corresponding_institution_ids":["https://openalex.org/I31419693"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":6.2128,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.96840799,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7332602739334106},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.6232322454452515},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6179118752479553},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47802647948265076},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3704337775707245},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3533092141151428},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3362818956375122},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2960459589958191}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7332602739334106},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.6232322454452515},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6179118752479553},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47802647948265076},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3704337775707245},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3533092141151428},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3362818956375122},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2960459589958191}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s40537-024-00978-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-024-00978-7","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00978-7","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:scholarworks.utrgv.edu:ce_fac-1112","is_oa":true,"landing_page_url":"https://scholarworks.utrgv.edu/ce_fac/113","pdf_url":null,"source":{"id":"https://openalex.org/S4306402611","display_name":"ScholarWorks @ UTRGV (The University of Texas Rio Grande Valley)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802326326","host_organization_name":"The University of Texas Rio Grande Valley","host_organization_lineage":["https://openalex.org/I2802326326"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Civil Engineering Faculty Publications and Presentations","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:81c64d9d4c39449cae3d17a37e5c47e4","is_oa":false,"landing_page_url":"https://doaj.org/article/81c64d9d4c39449cae3d17a37e5c47e4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, Vol 11, Iss 1, Pp 1-37 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-024-00978-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-024-00978-7","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00978-7","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.49000000953674316,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G1450062579","display_name":null,"funder_award_id":"2022R1A2C1009781","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G1695962719","display_name":null,"funder_award_id":"2022R1A2C1009781","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G2616570245","display_name":null,"funder_award_id":"2022R1C1C1005409","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G5301522678","display_name":null,"funder_award_id":"RS-2023-00251002","funder_id":"https://openalex.org/F4320322010","funder_display_name":"Ministry of Land, Infrastructure and Transport"},{"id":"https://openalex.org/G582434143","display_name":null,"funder_award_id":"RS-2023-00251002","funder_id":"https://openalex.org/F4320324625","funder_display_name":"Korea Agency for Infrastructure Technology Advancement"},{"id":"https://openalex.org/G977860973","display_name":null,"funder_award_id":"2022R1C1C1005409","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322010","display_name":"Ministry of Land, Infrastructure and Transport","ror":"https://ror.org/04xt5aa77"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320324625","display_name":"Korea Agency for Infrastructure Technology Advancement","ror":"https://ror.org/00rxf7n07"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401647696.pdf","grobid_xml":"https://content.openalex.org/works/W4401647696.grobid-xml"},"referenced_works_count":92,"referenced_works":["https://openalex.org/W1963745309","https://openalex.org/W1989309942","https://openalex.org/W2000228780","https://openalex.org/W2000834629","https://openalex.org/W2003239266","https://openalex.org/W2014815679","https://openalex.org/W2019650986","https://openalex.org/W2048540484","https://openalex.org/W2067911202","https://openalex.org/W2071676568","https://openalex.org/W2075793004","https://openalex.org/W2077836495","https://openalex.org/W2079037035","https://openalex.org/W2084553975","https://openalex.org/W2111942718","https://openalex.org/W2112447342","https://openalex.org/W2113036058","https://openalex.org/W2117100955","https://openalex.org/W2153228958","https://openalex.org/W2189087025","https://openalex.org/W2295598076","https://openalex.org/W2467540753","https://openalex.org/W2511014273","https://openalex.org/W2554891422","https://openalex.org/W2595315860","https://openalex.org/W2601591590","https://openalex.org/W2625085489","https://openalex.org/W2656075374","https://openalex.org/W2663017374","https://openalex.org/W2743916180","https://openalex.org/W2751079608","https://openalex.org/W2765748284","https://openalex.org/W2767100534","https://openalex.org/W2768152107","https://openalex.org/W2789758093","https://openalex.org/W2809208456","https://openalex.org/W2856569808","https://openalex.org/W2888949514","https://openalex.org/W2891534250","https://openalex.org/W2892374186","https://openalex.org/W2894818097","https://openalex.org/W2897051344","https://openalex.org/W2898290871","https://openalex.org/W2898675200","https://openalex.org/W2905837515","https://openalex.org/W2916880046","https://openalex.org/W2921144593","https://openalex.org/W2941146140","https://openalex.org/W2945557339","https://openalex.org/W2955657592","https://openalex.org/W2967846489","https://openalex.org/W2969950285","https://openalex.org/W2977691951","https://openalex.org/W2979133542","https://openalex.org/W2980994438","https://openalex.org/W2994996873","https://openalex.org/W2997179017","https://openalex.org/W3001712148","https://openalex.org/W3009006081","https://openalex.org/W3080576765","https://openalex.org/W3111753549","https://openalex.org/W3120237037","https://openalex.org/W3123891196","https://openalex.org/W3131883848","https://openalex.org/W3136366894","https://openalex.org/W3149839747","https://openalex.org/W3157215872","https://openalex.org/W3171089419","https://openalex.org/W3171884590","https://openalex.org/W3172153656","https://openalex.org/W3199489030","https://openalex.org/W3202936339","https://openalex.org/W3203241482","https://openalex.org/W3206402348","https://openalex.org/W3206464821","https://openalex.org/W3214835249","https://openalex.org/W4200004056","https://openalex.org/W4205606160","https://openalex.org/W4210460596","https://openalex.org/W4211019953","https://openalex.org/W4252784824","https://openalex.org/W4280540038","https://openalex.org/W4289913882","https://openalex.org/W4296432998","https://openalex.org/W4307526921","https://openalex.org/W4312127172","https://openalex.org/W4319744503","https://openalex.org/W4323033563","https://openalex.org/W4323316772","https://openalex.org/W4367187771","https://openalex.org/W4378908444","https://openalex.org/W4386322630"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660"],"abstract_inverted_index":{"Abstract":[0],"The":[1,77,142,167],"construction":[2,75],"industry":[3],"substantially":[4],"contributes":[5],"to":[6,26,68,102,139],"the":[7,49,71,88,128,135,158],"economic":[8],"growth":[9],"of":[10,19,30,51,74,134,162],"a":[11,16,43],"country.":[12],"However,":[13],"it":[14],"records":[15],"large":[17],"number":[18],"workplace":[20],"injuries":[21],"and":[22,53,65,97,107,121,132,152,164,174,180],"fatalities":[23],"annually":[24],"due":[25],"its":[27],"hesitant":[28],"adoption":[29],"automated":[31],"safety":[32,179],"monitoring":[33,45],"systems.":[34],"To":[35],"address":[36],"this":[37,40],"critical":[38],"concern,":[39],"study":[41,57],"presents":[42],"real-time":[44],"approach":[46,86],"that":[47],"uses":[48],"Internet":[50],"Things":[52],"ensemble":[54,84,143],"learning.":[55],"This":[56],"leverages":[58],"wearable":[59],"sensor":[60,78],"technology,":[61],"such":[62],"as":[63,155],"photoplethysmography":[64],"electroencephalography":[66],"sensors,":[67],"continuously":[69],"track":[70],"physiological":[72],"parameters":[73],"workers.":[76],"data":[79],"is":[80],"processed":[81],"using":[82],"an":[83],"learning":[85,144],"called":[87],"ChronoEnsemble":[89],"Fatigue":[90],"Analysis":[91],"System":[92],"(CEFAS),":[93],"comprising":[94],"deep":[95],"autoregressive":[96],"temporal":[98],"fusion":[99],"transformer":[100],"models,":[101],"accurately":[103],"predict":[104],"potential":[105,172],"physical":[106,151],"mental":[108,153],"fatigue.":[109],"Comprehensive":[110],"evaluation":[111],"metrics,":[112],"including":[113],"mean":[114,117,123,159],"square":[115,160],"error,":[116,120,126],"absolute":[118,124],"scaled":[119],"symmetric":[122],"percentage":[125],"demonstrated":[127],"superior":[129],"prediction":[130],"accuracy":[131],"reliability":[133],"proposed":[136,168],"model":[137,145,169],"compared":[138],"standalone":[140],"models.":[141],"exhibited":[146],"remarkable":[147],"precision":[148],"in":[149],"predicting":[150],"fatigue,":[154],"evidenced":[156],"by":[157],"errors":[161],"0.0008":[163],"0.0033,":[165],"respectively.":[166],"promptly":[170],"recognizes":[171],"hazards":[173],"irregularities,":[175],"considerably":[176],"enhancing":[177],"worker":[178],"reducing":[181],"on-site":[182],"risks.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
