{"id":"https://openalex.org/W2599183452","doi":"https://doi.org/10.1155/2017/9075653","title":"DrivingSense: Dangerous Driving Behavior Identification Based on Smartphone Autocalibration","display_name":"DrivingSense: Dangerous Driving Behavior Identification Based on Smartphone Autocalibration","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2599183452","doi":"https://doi.org/10.1155/2017/9075653","mag":"2599183452"},"language":"en","primary_location":{"id":"doi:10.1155/2017/9075653","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/9075653","pdf_url":"http://downloads.hindawi.com/journals/misy/2017/9075653.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/misy/2017/9075653.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047088715","display_name":"Chunmei Ma","orcid":"https://orcid.org/0000-0002-7931-1674"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunmei Ma","raw_affiliation_strings":["School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-7931-1674","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071941602","display_name":"Xili Dai","orcid":"https://orcid.org/0000-0001-5526-8934"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xili Dai","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028555938","display_name":"Jinqi Zhu","orcid":"https://orcid.org/0000-0003-4546-3917"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinqi Zhu","raw_affiliation_strings":["School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049512581","display_name":"Nianbo Liu","orcid":"https://orcid.org/0000-0002-3014-1889"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nianbo Liu","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3014-1889","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101563676","display_name":"Huazhi Sun","orcid":"https://orcid.org/0000-0002-5003-591X"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huazhi Sun","raw_affiliation_strings":["School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-5003-591X","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100347765","display_name":"Ming Liu","orcid":"https://orcid.org/0000-0002-1114-1728"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Liu","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-1114-1728","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101563676"],"corresponding_institution_ids":["https://openalex.org/I15062923"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":2.7327,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.90034294,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9997000098228455,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.8667713403701782},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.622502326965332},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6203330159187317},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6118923425674438},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.49890804290771484},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.48520520329475403},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4831470847129822},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4715682864189148},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4557896852493286},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.4488794505596161},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3539910912513733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3408377766609192}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8667713403701782},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.622502326965332},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6203330159187317},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6118923425674438},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.49890804290771484},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.48520520329475403},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4831470847129822},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4715682864189148},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4557896852493286},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.4488794505596161},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3539910912513733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3408377766609192},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2017/9075653","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/9075653","pdf_url":"http://downloads.hindawi.com/journals/misy/2017/9075653.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c0478024bb25438ab55901e4aeb1237f","is_oa":false,"landing_page_url":"https://doaj.org/article/c0478024bb25438ab55901e4aeb1237f","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":"Mobile Information Systems, Vol 2017 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2017/9075653","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/9075653","pdf_url":"http://downloads.hindawi.com/journals/misy/2017/9075653.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1764540865","display_name":null,"funder_award_id":"61272526","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G1881806171","display_name":null,"funder_award_id":"ZYGX2012J083","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G1904952666","display_name":null,"funder_award_id":"ZYGX2012J083","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2081434258","display_name":null,"funder_award_id":"043-135202XB1615","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2317715767","display_name":null,"funder_award_id":"61572113","funder_id":"https://openalex.org/F4320324792","funder_display_name":"Tianjin Normal University"},{"id":"https://openalex.org/G3740525563","display_name":null,"funder_award_id":"ZYGX2012J083","funder_id":"https://openalex.org/F4320324792","funder_display_name":"Tianjin Normal University"},{"id":"https://openalex.org/G3773783507","display_name":null,"funder_award_id":"043-135202XB1615","funder_id":"https://openalex.org/F4320324792","funder_display_name":"Tianjin Normal University"},{"id":"https://openalex.org/G5451664433","display_name":"\u57ce\u5e02\u8f66\u8f7d\u81ea\u7ec4\u7ec7\u7f51\u7edc\u4fe1\u606f\u5206\u53d1\u6a21\u578b\u548c\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61272526","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6740199307","display_name":null,"funder_award_id":"043-135202XB1615","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6790179278","display_name":"\u9762\u5411\u707e\u540e\u6551\u63f4\u57fa\u4e8e\u667a\u80fd\u624b\u673a\u7684\u6570\u636e\u62ef\u6551\u7b97\u6cd5\u548c\u534f\u8bae\u7814\u7a76","funder_award_id":"61572113","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8115478387","display_name":null,"funder_award_id":"61572113","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8418622432","display_name":null,"funder_award_id":"61272526","funder_id":"https://openalex.org/F4320324792","funder_display_name":"Tianjin Normal University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324792","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2599183452.pdf","grobid_xml":"https://content.openalex.org/works/W2599183452.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1985609359","https://openalex.org/W2041608059","https://openalex.org/W2069484217","https://openalex.org/W2103503676","https://openalex.org/W2127773132","https://openalex.org/W3125785968"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2357409937","https://openalex.org/W2510582230","https://openalex.org/W2978674666","https://openalex.org/W2074430941","https://openalex.org/W2113096305","https://openalex.org/W1977636359","https://openalex.org/W2772305933","https://openalex.org/W2580722822"],"abstract_inverted_index":{"Since":[0],"pervasive":[1],"smartphones":[2,31],"own":[3],"advanced":[4],"computing":[5],"capability":[6],"and":[7,144,174,182],"are":[8,32,57],"equipped":[9],"with":[10,179],"various":[11],"sensors,":[12],"they":[13],"have":[14],"been":[15],"used":[16],"for":[17],"dangerous":[18,82,137],"driving":[19,38,83,104,141,170],"behaviors":[20,39],"detection,":[21],"such":[22],"as":[23],"drunk":[24],"driving.":[25],"However,":[26],"sensory":[27],"data":[28,56],"gathered":[29],"by":[30,62],"noisy,":[33],"which":[34,197],"results":[35,159],"in":[36],"inaccurate":[37],"estimations.":[40],"Some":[41],"existing":[42],"works":[43],"try":[44],"to":[45,132,167],"filter":[46],"noise":[47,117],"from":[48,70],"sensor":[49,72,99,116,130],"readings,":[50],"but":[51],"usually":[52],"only":[53],"the":[54,65,71,95,98,102,128,150,169,188],"outlier":[55],"filtered.":[58],"The":[59,158],"noises":[60],"caused":[61],"hardware":[63],"of":[64,97,136,152],"smartphone":[66,89,111],"cannot":[67],"be":[68],"removed":[69],"reading.":[73],"In":[74,186],"this":[75],"paper,":[76],"we":[77,108],"propose":[78,109],"DrivingSense,":[79,162],"a":[80,110,121],"reliable":[81],"behavior":[84,105],"identification":[85],"scheme":[86,154],"based":[87,114],"on":[88,101,115,163],"autocalibration.":[90],"We":[91,148],"first":[92],"theoretically":[93],"analyze":[94],"impact":[96],"error":[100,191],"vehicle":[103,122],"estimation.":[106],"Then,":[107],"autocalibration":[112],"algorithm":[113],"distribution":[118],"determination":[119],"when":[120],"is":[123,165,192,198],"being":[124],"driven.":[125],"DrivingSense":[126],"leverages":[127],"corrected":[129],"parameters":[131],"identify":[133],"three":[134],"kinds":[135],"behaviors:":[138],"speeding,":[139],"irregular":[140],"direction":[142,171],"change,":[143],"abnormal":[145,175],"speed":[146,176,189],"control.":[147],"evaluate":[149],"effectiveness":[151],"our":[153],"under":[155],"realistic":[156],"environments.":[157],"show":[160],"that":[161],"average,":[164],"able":[166],"detect":[168],"change":[172],"event":[173,178],"control":[177],"93.95%":[180],"precision":[181],"90.54%":[183],"recall,":[184],"respectively.":[185],"addition,":[187],"estimation":[190],"less":[193],"than":[194],"2.1":[195],"m/s,":[196],"an":[199],"acceptable":[200],"range.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}