{"id":"https://openalex.org/W4386630705","doi":"https://doi.org/10.1109/ies59143.2023.10242431","title":"Driver Drowsiness Detection System Using Deep Learning Method to Reduce Risk Accident","display_name":"Driver Drowsiness Detection System Using Deep Learning Method to Reduce Risk Accident","publication_year":2023,"publication_date":"2023-08-08","ids":{"openalex":"https://openalex.org/W4386630705","doi":"https://doi.org/10.1109/ies59143.2023.10242431"},"language":"en","primary_location":{"id":"doi:10.1109/ies59143.2023.10242431","doi":"https://doi.org/10.1109/ies59143.2023.10242431","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ies59143.2023.10242431","pdf_url":null,"source":{"id":"https://openalex.org/S4363606619","display_name":"International Electronics Symposium (IES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Electronics Symposium (IES)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5092851475","display_name":"Mochamad Riswandha Lazuardi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387153613","display_name":"Politeknik Elektronika Negeri Surabaya","ror":"https://ror.org/00cf3sf89","country_code":"ID","type":"education","lineage":["https://openalex.org/I4387153613"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Mochamad Riswandha Lazuardi","raw_affiliation_strings":["Electronic Engineering Polytechnic Institute of Surabaya (EEPIS),Department of Electrical Engineering,Surabaya,Jawa Timur,Indonesia","Department of Electrical Engineering, Electronic Engineering Polytechnic Institute of Surabaya (EEPIS), Surabaya, Jawa Timur, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Engineering Polytechnic Institute of Surabaya (EEPIS),Department of Electrical Engineering,Surabaya,Jawa Timur,Indonesia","institution_ids":["https://openalex.org/I4387153613"]},{"raw_affiliation_string":"Department of Electrical Engineering, Electronic Engineering Polytechnic Institute of Surabaya (EEPIS), Surabaya, Jawa Timur, Indonesia","institution_ids":["https://openalex.org/I4387153613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072211204","display_name":"Moch. Zen Samsono Hadi","orcid":"https://orcid.org/0000-0001-7732-9996","observed_orcids":["https://orcid.org/0000-0001-7732-9996"]},"institutions":[{"id":"https://openalex.org/I4387153613","display_name":"Politeknik Elektronika Negeri Surabaya","ror":"https://ror.org/00cf3sf89","country_code":"ID","type":"education","lineage":["https://openalex.org/I4387153613"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Moch. Zen Samsono Hadi","raw_affiliation_strings":["Electronic Engineering Polytechnic Institute of Surabaya (EEPIS),Department of Electrical Engineering,Surabaya,Jawa Timur,Indonesia","Department of Electrical Engineering, Electronic Engineering Polytechnic Institute of Surabaya (EEPIS), Surabaya, Jawa Timur, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Engineering Polytechnic Institute of Surabaya (EEPIS),Department of Electrical Engineering,Surabaya,Jawa Timur,Indonesia","institution_ids":["https://openalex.org/I4387153613"]},{"raw_affiliation_string":"Department of Electrical Engineering, Electronic Engineering Polytechnic Institute of Surabaya (EEPIS), Surabaya, Jawa Timur, Indonesia","institution_ids":["https://openalex.org/I4387153613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068023746","display_name":"Rahardhita Widyatra Sudibyo","orcid":"https://orcid.org/0000-0002-2578-9787","observed_orcids":["https://orcid.org/0000-0002-2578-9787"]},"institutions":[{"id":"https://openalex.org/I4387153613","display_name":"Politeknik Elektronika Negeri Surabaya","ror":"https://ror.org/00cf3sf89","country_code":"ID","type":"education","lineage":["https://openalex.org/I4387153613"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rahardhita Widyatra Sudibyo","raw_affiliation_strings":["Electronic Engineering Polytechnic Institute of Surabaya (EEPIS),Department of Electrical Engineering,Surabaya,Jawa Timur,Indonesia","Department of Electrical Engineering, Electronic Engineering Polytechnic Institute of Surabaya (EEPIS), Surabaya, Jawa Timur, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Engineering Polytechnic Institute of Surabaya (EEPIS),Department of Electrical Engineering,Surabaya,Jawa Timur,Indonesia","institution_ids":["https://openalex.org/I4387153613"]},{"raw_affiliation_string":"Department of Electrical Engineering, Electronic Engineering Polytechnic Institute of Surabaya (EEPIS), Surabaya, Jawa Timur, Indonesia","institution_ids":["https://openalex.org/I4387153613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4387153613"],"apc_list":null,"apc_paid":null,"fwci":2.5436,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87044877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"399","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9907000064849854,"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":0.9907000064849854,"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.004800000227987766,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.0010999999940395355,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/driver-drowsiness-detection","display_name":"driver drowsiness detection","score":0.9929999709129333},{"id":"https://openalex.org/keywords/driver-fatigue","display_name":"driver fatigue","score":0.8199999928474426},{"id":"https://openalex.org/keywords/yolov5","display_name":"YOLOv5","score":0.9139999747276306},{"id":"https://openalex.org/keywords/eye-detection","display_name":"eye detection","score":0.5640000104904175},{"id":"https://openalex.org/keywords/yawning-detection","display_name":"yawning detection","score":0.8669999837875366},{"id":"https://openalex.org/keywords/eyes-open-and-closed","display_name":"eyes open and closed","score":0.6140000224113464},{"id":"https://openalex.org/keywords/lora-communication","display_name":"LoRa communication","score":0.8029999732971191},{"id":"https://openalex.org/keywords/accident-alert-system","display_name":"accident alert system","score":0.4880000054836273},{"id":"https://openalex.org/keywords/road-safety","display_name":"road safety","score":0.5590000152587891}],"concepts":[{"id":"https://openalex.org/C200678441","wikidata":"https://www.wikidata.org/wiki/Q1423044","display_name":"Alertness","level":2,"score":0.9303239583969116},{"id":"https://openalex.org/C2777642091","wikidata":"https://www.wikidata.org/wiki/Q1148571","display_name":"Buzzer","level":3,"score":0.916718602180481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7057315111160278},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6593252420425415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5349209308624268},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5333359837532043},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45867758989334106},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4098037779331207},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3562067151069641},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17029336094856262},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09478867053985596},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.08884087204933167},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"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":1,"locations":[{"id":"doi:10.1109/ies59143.2023.10242431","doi":"https://doi.org/10.1109/ies59143.2023.10242431","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ies59143.2023.10242431","pdf_url":null,"source":{"id":"https://openalex.org/S4363606619","display_name":"International Electronics Symposium (IES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Electronics Symposium (IES)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W3005624531","https://openalex.org/W3016321501","https://openalex.org/W3041344568","https://openalex.org/W3046946198","https://openalex.org/W3130508032","https://openalex.org/W3169932883","https://openalex.org/W4296443344","https://openalex.org/W4312255088","https://openalex.org/W4321843835","https://openalex.org/W4362682091"],"related_works":["https://openalex.org/W3214484788","https://openalex.org/W7155083542","https://openalex.org/W4403678320","https://openalex.org/W4396522425","https://openalex.org/W4409494793","https://openalex.org/W7131375219","https://openalex.org/W7212190309","https://openalex.org/W4229459643","https://openalex.org/W4313451408","https://openalex.org/W4292513010"],"abstract_inverted_index":{"Fatigue":[0],"is":[1,115,131],"a":[2,31,41,93,123],"common":[3],"problem":[4],"that":[5,20,33,56],"often":[6],"causes":[7],"drowsiness":[8],"in":[9,18,84],"individuals.":[10],"This":[11],"condition":[12,36,111],"can":[13],"have":[14],"serious":[15],"repercussions,":[16],"especially":[17],"activities":[19],"require":[21],"high":[22],"alertness":[23],"such":[24],"as":[25,122],"driving.":[26],"In":[27],"research,":[28],"we":[29],"propose":[30],"system":[32,46],"detects":[34],"the":[35,38,66,88,95,109,117,126,129,134],"of":[37,43,63,68,104,128],"driver":[39],"on":[40],"means":[42],"transportation.":[44],"The":[45],"uses":[47],"You":[48],"Only":[49],"Look":[50],"Once":[51],"Version":[52],"Five":[53],"(YOLOv5)":[54],"algorithm":[55],"has":[57],"been":[58],"turned":[59],"off":[60],"with":[61,76],"thousands":[62],"images":[64],"from":[65],"dataset":[67],"open":[69],"eyes,":[70,72],"closed":[71],"and":[73,112,125],"yawning":[74],"mouth":[75],"different":[77],"hyperparameters":[78],"for":[79],"performance":[80],"to":[81,86,133],"be":[82],"analyzed":[83],"order":[85],"get":[87],"most":[89],"optimal":[90],"model.":[91],"As":[92],"result,":[94],"YOLOv5":[96],"deep":[97],"learning":[98],"model":[99],"produces":[100],"an":[101],"accuracy":[102],"rate":[103],"0.737":[105],"which":[106],"will":[107,119],"detect":[108],"driver\u2019s":[110],"when":[113],"sleepiness":[114],"detected,":[116],"buzzer":[118],"light":[120],"up":[121],"reminder":[124],"time":[127],"incident":[130],"sent":[132],"database":[135],"using":[136],"Long":[137],"Range":[138],"(LoRa)":[139],"communication.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-09-13T00:00:00"}
