{"id":"https://openalex.org/W2803333205","doi":"https://doi.org/10.5339/qfarc.2018.ictpp1072","title":"Applied Internet of Things IoT: Car monitoring system for Modeling of Road Safety and Traffic System in the State of Qatar","display_name":"Applied Internet of Things IoT: Car monitoring system for Modeling of Road Safety and Traffic System in the State of Qatar","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2803333205","doi":"https://doi.org/10.5339/qfarc.2018.ictpp1072","mag":"2803333205"},"language":"en","primary_location":{"id":"doi:10.5339/qfarc.2018.ictpp1072","doi":"https://doi.org/10.5339/qfarc.2018.ictpp1072","is_oa":false,"landing_page_url":"https://doi.org/10.5339/qfarc.2018.ictpp1072","pdf_url":null,"source":{"id":"https://openalex.org/S4306525075","display_name":"Qatar Foundation Annual Research Conference (ARC)","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":"Qatar Foundation Annual Research Conference Proceedings Volume 2018 Issue 3","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/A5008743547","display_name":"Rateb Jabbar","orcid":"https://orcid.org/0000-0002-4886-6458","observed_orcids":["https://orcid.org/0000-0002-4886-6458"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Rateb Jabbar","raw_affiliation_strings":["Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111995971","display_name":"Khalifa N. Al\u2010Khalifa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Khalifa Al-Khalifa","raw_affiliation_strings":["Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047055534","display_name":"Mohamed Bin Mokhtar Kharbeche","orcid":"https://orcid.org/0000-0003-1469-7163","observed_orcids":["https://orcid.org/0000-0003-1469-7163"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohamed Kharbeche","raw_affiliation_strings":["Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022411820","display_name":"Wael Alhajyaseen","orcid":"https://orcid.org/0000-0003-1757-1363","observed_orcids":["https://orcid.org/0000-0003-1757-1363"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Wael Alhajyaseen","raw_affiliation_strings":["Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061500182","display_name":"Mohsen A. Jafari","orcid":"https://orcid.org/0000-0001-8345-083X","observed_orcids":["https://orcid.org/0000-0001-8345-083X"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohsen Jafari","raw_affiliation_strings":["Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087658927","display_name":"Shan Jiang","orcid":"https://orcid.org/0000-0002-1121-6080","observed_orcids":["https://orcid.org/0000-0002-1121-6080"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Shan Jiang","raw_affiliation_strings":["Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar Transportation and Traffic Safety Center Faculty of Engineering, Qatar University","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":null,"apc_paid":null,"fwci":2.2249,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90362117,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.7929999828338623,"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"}},"topics":[{"id":"https://openalex.org/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.7929999828338623,"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/T10370","display_name":"Traffic and Road Safety","score":0.16300000250339508,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.01269999984651804,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"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/internet-of-things","display_name":"Internet of Things","score":0.968999981880188},{"id":"https://openalex.org/keywords/road-safety","display_name":"road safety","score":0.8730000257492065},{"id":"https://openalex.org/keywords/crash-prediction","display_name":"accident prediction","score":0.9020000100135803},{"id":"https://openalex.org/keywords/hot-spot-analysis","display_name":"hot spot analysis","score":0.722000002861023},{"id":"https://openalex.org/keywords/driver-behavior-recognition","display_name":"driver behavior recognition","score":0.6349999904632568},{"id":"https://openalex.org/keywords/drowsiness-detection","display_name":"drowsiness detection","score":0.9599999785423279},{"id":"https://openalex.org/keywords/yawning-detection","display_name":"yawning detection","score":0.796999990940094},{"id":"https://openalex.org/keywords/smartphone-sensors","display_name":"smartphone sensors","score":0.6600000262260437},{"id":"https://openalex.org/keywords/gps","display_name":"GPS","score":0.3089999854564667},{"id":"https://openalex.org/keywords/accelerometer","display_name":"accelerometer","score":0.4519999921321869},{"id":"https://openalex.org/keywords/gyroscope","display_name":"gyroscope","score":0.9100000262260437},{"id":"https://openalex.org/keywords/magnetometer","display_name":"magnetometer","score":0.7239999771118164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5572190284729004},{"id":"https://openalex.org/C183469790","wikidata":"https://www.wikidata.org/wiki/Q333501","display_name":"Crash","level":2,"score":0.45205116271972656},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4427635669708252},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.4283062815666199},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.41929519176483154},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4139113426208496},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.394263356924057},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3863697350025177},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3364577293395996},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3196948170661926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.257116436958313},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11084339022636414},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5339/qfarc.2018.ictpp1072","doi":"https://doi.org/10.5339/qfarc.2018.ictpp1072","is_oa":false,"landing_page_url":"https://doi.org/10.5339/qfarc.2018.ictpp1072","pdf_url":null,"source":{"id":"https://openalex.org/S4306525075","display_name":"Qatar Foundation Annual Research Conference (ARC)","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":"Qatar Foundation Annual Research Conference Proceedings Volume 2018 Issue 3","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/28229","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/28229","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.7623999714851379,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3011067129","https://openalex.org/W2974105455","https://openalex.org/W4386979490","https://openalex.org/W3161160247","https://openalex.org/W6987873769","https://openalex.org/W4411973680","https://openalex.org/W4391557789","https://openalex.org/W3172652429","https://openalex.org/W2610493319","https://openalex.org/W4409291859"],"abstract_inverted_index":{"One":[0],"of":[1,55,85,110,116,125,165,181,291,338,431,483,509,554,572],"the":[2,8,13,33,35,38,86,108,114,178,216,282,292,300,317,331,345,369,388,391,420,457,474,484,488,513,530,548],"most":[3],"interesting":[4],"new":[5,217],"approaches":[6],"in":[7,377,429,455,463,523],"transportation":[9],"research":[10],"field":[11],"is":[12,18,69,220,294,330,384,422,443,487],"Naturalistic":[14,65],"Driver":[15,66,559,576],"Behavior":[16,67],"which":[17,481],"intended":[19],"to":[20,154,226,295,307,419,450,460,465,473,511,547],"provide":[21],"insight":[22],"into":[23],"driver":[24,183,228,370],"behavior":[25,229,371],"during":[26],"everyday":[27],"trips":[28,251],"by":[29,161],"recording":[30],"details":[31],"about":[32,248,368],"driver,":[34],"vehicle":[36],"and":[37,46,60,73,83,99,107,118,128,145,151,159,173,195,201,209,262,278,285,320,351,356,360,365,373,400,412,435,468,526,533],"surroundings":[39],"through":[40],"an":[41,53,133],"unobtrusive":[42],"data":[43,62,75,93,102,247,411,458,493,522,532],"gathering":[44,366],"equipment":[45],"without":[47],"experimental":[48],"control.":[49],"In":[50,240,404],"this":[51,242,405],"paper,":[52],"Internet":[54,337,433,437],"Things":[56],"solution":[57,137,179,243,293,312,574],"that":[58,187,341,409,543],"collects":[59],"analyzes":[61],"based":[63,206,221],"on":[64,207,222,299],"approach":[68,225],"proposed.":[70,139],"The":[71,191,288,310,327,381,440,478],"analyzed":[72,469],"collected":[74,459],"will":[76,535],"be":[77,466,536],"used":[78,397],"as":[79,323,375],"a":[80,163,182,223,231,236,308],"comprehensive":[81],"review,":[82],"analysis":[84,534],"existing":[87],"Qatar":[88],"traffic":[89,92],"system,":[90],"including":[91,168],"infrastructure,":[94],"safety":[95,135,297,304],"planning,":[96],"engineering":[97],"practices":[98],"standards.":[100],"Moreover,":[101],"analytics":[103],"for":[104,113,268,363,386,398,445,491,538],"crash":[105,514],"prediction":[106],"use":[109,344],"these":[111],"predictions":[112],"purpose":[115],"systemic":[117],"systematic":[119],"network":[120,382],"hotspot":[121],"analysis,":[122],"risk-based":[123],"characterization":[124],"roadways,":[126],"intersections,":[127],"roundabouts":[129],"are":[130,205,395],"developed.":[131],"Finally,":[132],"integrated":[134],"risk":[136],"was":[138],"This":[140,424,516],"latter,":[141],"enables":[142],"decision":[143],"makers":[144],"stakeholders":[146],"(road":[147],"users,":[148],"state":[149],"agencies,":[150],"law":[152],"enforcement)":[153],"identify":[155],"both":[156],"high-risk":[157],"locations":[158],"behaviors":[160,184,198],"measuring":[162],"set":[164],"dynamic":[166],"variables":[167],"event-based":[169],"data,":[170],"roadway":[171],"conditions,":[172],"driving":[174],"maneuvers.":[175],"More":[176],"specifically,":[177],"consists":[180,454],"detector":[185],"system":[186,192,219,408,557],"uses":[188,342],"mobile":[189],"technologies.":[190],"can":[193,244],"detect":[194,227],"analyze":[196],"several":[197,336],"like":[199,252,273],"drowsiness":[200],"yawning.":[202],"Previous":[203],"works":[204],"detecting":[208],"extracting":[210],"facial":[211],"landmarks":[212],"from":[213,335,496,500],"images.":[214],"However,":[215],"suggested":[218],"hybrid":[224,407],"utilizing":[230],"deep":[232],"learning":[233],"technique":[234,425],"using":[235],"multilayer":[237],"perception":[238,328],"classifier.":[239],"addition,":[241],"also":[245,396,499],"collect":[246,410],"every":[249,269],"day":[250],"start":[253],"time,":[254,256],"end":[255,451,476,539],"average":[257],"speed,":[258,260],"maximum":[259],"distance":[261],"minimum":[263],"speed.":[264],"Furthermore,":[265],"it":[266,472],"detects":[267],"fifteen":[270],"seconds":[271],"measurements":[272],"GPS":[274,358],"position,":[275],"distance,":[276],"acceleration":[277],"rotational":[279],"velocity":[280],"along":[281],"Roll,":[283],"Pitch":[284],"Yaw":[286],"axes.":[287],"main":[289],"advantage":[290],"reduce":[296],"risks":[298],"roads":[301,372],"while":[302],"optimizing":[303],"mitigation":[305],"costs":[306],"society.":[309],"proposed":[311],"has":[313,544],"three-layer":[314],"architecture,":[315],"namely,":[316],"perception,":[318],"network,":[319],"application":[321,441,447,485],"layers":[322],"detailed":[324],"below.":[325],"I.":[326],"layer":[329,383,442,486],"physical":[332],"layer,":[333],"composed":[334],"Thing":[339],"devices":[340,497],"mainly":[343],"smart":[346],"phones":[347],"equipped":[348],"with":[349,390],"cameras":[350],"sensors":[352],"(Magnetometer,":[353],"Accelerometers":[354],"Gyroscope":[355],"Thermometer,":[357],"sensor":[359,402],"Orientation":[361],"sensor)":[362],"sensing":[364],"information":[367],"environment":[374],"shown":[376],"Fig.":[378,569],"1.":[379],"II.":[380],"responsible":[385,444,490],"establishing":[387],"connection":[389],"servers.":[392],"Its":[393],"features":[394],"transmitting":[399],"processing":[401],"data.":[403],"solution,":[406],"store":[413],"them":[414,418],"locally":[415],"before":[416,470],"sending":[417,456],"server":[421,462,525],"used.":[423],"proves":[426],"its":[427],"efficiency":[428],"case":[430],"Poor":[432],"coverage":[434],"unstable":[436],"connection.":[438],"III.":[439],"delivering":[446],"specific":[448],"services":[449],"user.":[452,477],"It":[453],"web":[461,479,517,549],"order":[464],"treat":[467],"displaying":[471],"final":[475],"service":[480,518],"part":[482],"component":[489],"collecting":[492],"not":[494],"only":[495],"but":[498],"other":[501],"sources":[502],"such":[503],"General":[504],"Traffic":[505],"Directorate":[506],"at":[507],"Minister":[508],"Interior":[510],"gather":[512],"details.":[515],"stocks":[519],"all":[520],"stored":[521,531],"database":[524],"analyses":[527],"them.":[528],"Then,":[529],"available":[537],"user":[540],"via":[541],"website":[542],"direct":[545],"access":[546],"services.":[550],"Figure":[551],"1:":[552,570],"Architecture":[553,571],"Car":[555],"monitoring":[556],"Keywords:":[558,575],"Monitoring":[560,577],"System,":[561,578],"DrowsinessDetection,":[562],"Deep":[563,566,581,584],"Learning,":[564,582],"Real-time":[565,583],"Neural":[567,585],"Network,":[568,586],"IoT":[573],"Drowsiness":[579],"Detection,":[580]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2018-06-01T00:00:00"}
