{"id":"https://openalex.org/W4311613260","doi":"https://doi.org/10.3390/data7120181","title":"DriverSVT: Smartphone-Measured Vehicle Telemetry Data for Driver State Identification","display_name":"DriverSVT: Smartphone-Measured Vehicle Telemetry Data for Driver State Identification","publication_year":2022,"publication_date":"2022-12-15","ids":{"openalex":"https://openalex.org/W4311613260","doi":"https://doi.org/10.3390/data7120181"},"language":"en","primary_location":{"id":"doi:10.3390/data7120181","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data7120181","pdf_url":"https://www.mdpi.com/2306-5729/7/12/181/pdf?version=1671416672","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/7/12/181/pdf?version=1671416672","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022608342","display_name":"Walaa Othman","orcid":"https://orcid.org/0000-0002-8581-1333"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Walaa Othman","raw_affiliation_strings":["Information Technology and Programming Faculty, ITMO University, St. Petersburg 197101, Russia"],"raw_orcid":"https://orcid.org/0000-0002-8581-1333","affiliations":[{"raw_affiliation_string":"Information Technology and Programming Faculty, ITMO University, St. Petersburg 197101, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016499776","display_name":"Alexey Kashevnik","orcid":"https://orcid.org/0000-0001-6503-1447"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]},{"id":"https://openalex.org/I197524780","display_name":"Petrozavodsk State University","ror":"https://ror.org/0176aa147","country_code":"RU","type":"education","lineage":["https://openalex.org/I197524780"]},{"id":"https://openalex.org/I4210144352","display_name":"State Research Center of the Russian Federation","ror":"https://ror.org/04qpssw85","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210144352"]},{"id":"https://openalex.org/I4210165514","display_name":"Photochemistry Center","ror":"https://ror.org/05s61gx60","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210145551","https://openalex.org/I4210165514"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Alexey Kashevnik","raw_affiliation_strings":["Institute of Mathematics and Information Technologies, Perozavodsk State University (PetrSU), Petrozavodsk 185035, Russia","St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), St. Petersburg 199178, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6503-1447","affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Information Technologies, Perozavodsk State University (PetrSU), Petrozavodsk 185035, Russia","institution_ids":["https://openalex.org/I197524780"]},{"raw_affiliation_string":"St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), St. Petersburg 199178, Russia","institution_ids":["https://openalex.org/I1313323035","https://openalex.org/I4210144352","https://openalex.org/I4210165514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043439953","display_name":"Batol Hamoud","orcid":"https://orcid.org/0000-0002-8568-7440"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Batol Hamoud","raw_affiliation_strings":["Information Technology and Programming Faculty, ITMO University, St. Petersburg 197101, Russia"],"raw_orcid":"https://orcid.org/0000-0002-8568-7440","affiliations":[{"raw_affiliation_string":"Information Technology and Programming Faculty, ITMO University, St. Petersburg 197101, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013616253","display_name":"Nikolay Shilov","orcid":"https://orcid.org/0000-0002-9264-9127"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]},{"id":"https://openalex.org/I4210144352","display_name":"State Research Center of the Russian Federation","ror":"https://ror.org/04qpssw85","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210144352"]},{"id":"https://openalex.org/I4210165514","display_name":"Photochemistry Center","ror":"https://ror.org/05s61gx60","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210145551","https://openalex.org/I4210165514"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nikolay Shilov","raw_affiliation_strings":["St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), St. Petersburg 199178, Russia"],"raw_orcid":"https://orcid.org/0000-0002-9264-9127","affiliations":[{"raw_affiliation_string":"St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), St. Petersburg 199178, Russia","institution_ids":["https://openalex.org/I1313323035","https://openalex.org/I4210144352","https://openalex.org/I4210165514"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016499776"],"corresponding_institution_ids":["https://openalex.org/I1313323035","https://openalex.org/I197524780","https://openalex.org/I4210144352","https://openalex.org/I4210165514"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":1.7775,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8457436,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"7","issue":"12","first_page":"181","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9958000183105469,"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"}},{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6602917313575745},{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.6559804677963257},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.6222710609436035},{"id":"https://openalex.org/keywords/telemetry","display_name":"Telemetry","score":0.5972175002098083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5934222340583801},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5607777237892151},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4751945734024048},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.44437968730926514},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43567174673080444},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3513873815536499},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31977781653404236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2618861794471741},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22667112946510315},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10045164823532104}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6602917313575745},{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.6559804677963257},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.6222710609436035},{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.5972175002098083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5934222340583801},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5607777237892151},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4751945734024048},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.44437968730926514},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43567174673080444},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3513873815536499},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31977781653404236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2618861794471741},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22667112946510315},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10045164823532104},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/data7120181","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data7120181","pdf_url":"https://www.mdpi.com/2306-5729/7/12/181/pdf?version=1671416672","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jdataj:v:7:y:2022:i:12:p:181-:d:1003986","is_oa":false,"landing_page_url":"https://www.mdpi.com/2306-5729/7/12/181/","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"},{"id":"pmh:oai:doaj.org/article:fd4e0fec57a041208a2643355d298038","is_oa":true,"landing_page_url":"https://doaj.org/article/fd4e0fec57a041208a2643355d298038","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data, Vol 7, Iss 12, p 181 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2306-5729/7/12/181/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/data7120181","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Data; Volume 7; Issue 12; Pages: 181","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/data7120181","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data7120181","pdf_url":"https://www.mdpi.com/2306-5729/7/12/181/pdf?version=1671416672","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G2814968778","display_name":null,"funder_award_id":"19-29-09081","funder_id":"https://openalex.org/F4320324099","funder_display_name":"Russian Science Foundation"},{"id":"https://openalex.org/G8698007363","display_name":null,"funder_award_id":"18-71-10065","funder_id":"https://openalex.org/F4320324099","funder_display_name":"Russian Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320324099","display_name":"Russian Science Foundation","ror":"https://ror.org/03y2gwe85"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311613260.pdf","grobid_xml":"https://content.openalex.org/works/W4311613260.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1964178049","https://openalex.org/W1965233495","https://openalex.org/W2034411841","https://openalex.org/W2070906768","https://openalex.org/W2071878275","https://openalex.org/W2075000159","https://openalex.org/W2152264487","https://openalex.org/W2161160262","https://openalex.org/W2335678021","https://openalex.org/W2343897680","https://openalex.org/W2566615221","https://openalex.org/W2592810172","https://openalex.org/W2738749209","https://openalex.org/W2765629358","https://openalex.org/W2772431765","https://openalex.org/W2774445955","https://openalex.org/W2793667632","https://openalex.org/W2912346386","https://openalex.org/W2914705969","https://openalex.org/W2946644851","https://openalex.org/W2948780138","https://openalex.org/W2977193026","https://openalex.org/W3008517613","https://openalex.org/W3011702117","https://openalex.org/W3022039961","https://openalex.org/W3022144790","https://openalex.org/W3026706456","https://openalex.org/W3052836725","https://openalex.org/W3081611259","https://openalex.org/W3096447517","https://openalex.org/W3194500974","https://openalex.org/W3206651298","https://openalex.org/W4214707660","https://openalex.org/W4280534545","https://openalex.org/W6782328368"],"related_works":["https://openalex.org/W2356006086","https://openalex.org/W2545168295","https://openalex.org/W2365897603","https://openalex.org/W4234814094","https://openalex.org/W2156308897","https://openalex.org/W4303613760","https://openalex.org/W2361871310","https://openalex.org/W2417246878","https://openalex.org/W1982154684","https://openalex.org/W2404620998"],"abstract_inverted_index":{"One":[0],"of":[1,5,12,33,48,163,202],"the":[2,10,13,31,45,61,66,83,86,135,141,147,153,160,177,182,194,203,211,217,232,240,251],"key":[3,19],"functions":[4],"driver":[6,87,118],"monitoring":[7],"systems":[8,27],"is":[9,17],"evaluation":[11],"driver\u2019s":[14,62],"state,":[15],"which":[16,125],"a":[18,55],"factor":[20],"in":[21,37,193,219,237,239],"improving":[22],"driving":[23,123,192,197,238,249],"safety.":[24],"Currently,":[25],"such":[26],"heavily":[28],"rely":[29],"on":[30,134,146,198,250],"technology":[32],"deep":[34],"learning,":[35],"that":[36,57,159],"turn":[38],"requires":[39],"corresponding":[40],"high-quality":[41],"datasets":[42],"to":[43,128,151,174,180,208,224],"achieve":[44],"required":[46],"level":[47],"accuracy.":[49],"In":[50,137],"this":[51],"paper,":[52],"we":[53,139],"introduce":[54],"dataset":[56,71,112],"includes":[58],"information":[59],"about":[60],"state":[63],"synchronized":[64],"with":[65,82,176],"vehicle":[67,93],"telemetry":[68],"data.":[69,154],"The":[70,110,155,200],"contains":[72],"more":[73,246],"than":[74],"17.56":[75],"million":[76],"entries":[77],"obtained":[78],"from":[79,98],"633":[80],"drivers":[81],"following":[84],"data:":[85],"drowsiness":[88,244],"and":[89,95,100,106,120,131,189,196],"distraction":[90],"states,":[91],"smartphone-measured":[92],"speed":[94],"acceleration,":[96],"data":[97,183],"magnetometer":[99],"gyroscope":[101],"sensors,":[102],"g-force,":[103],"lighting":[104],"level,":[105],"smartphone":[107],"battery":[108],"level.":[109],"proposed":[111],"can":[113,126],"be":[114,166],"used":[115],"for":[116],"analyzing":[117],"behavior":[119],"detecting":[121],"aggressive":[122],"styles,":[124],"help":[127],"reduce":[129],"accidents":[130],"increase":[132],"safety":[133],"roads.":[136],"addition,":[138],"applied":[140],"K-means":[142],"clustering":[143,204],"algorithm":[144],"based":[145],"11":[148],"least-correlated":[149],"features":[150],"label":[152,181],"elbow":[156],"method":[157],"showed":[158],"optimal":[161],"number":[162],"clusters":[164,179],"could":[165],"either":[167],"two":[168],"or":[169],"three":[170,178,185],"clusters.":[171],"We":[172],"chose":[173],"proceed":[175],"into":[184],"main":[186],"scenarios:":[187],"parking":[188],"starting":[190],"driving,":[191],"city,":[195],"highways.":[199],"result":[201],"was":[205,231,245],"then":[206],"analyzed":[207],"see":[209],"what":[210],"most":[212,233],"frequent":[213,234,247],"critical":[214,235],"actions":[215],"inside":[216],"cabin":[218],"each":[220],"scenario":[221],"were.":[222],"According":[223],"our":[225],"analysis,":[226],"an":[227],"unfastened":[228],"seat":[229],"belt":[230],"case":[236],"city":[241],"scenario,":[242],"while":[243],"when":[248],"highway.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2022-12-27T00:00:00"}
