{"id":"https://openalex.org/W2539417147","doi":"https://doi.org/10.1109/tmc.2016.2618873","title":"Fine-Grained Abnormal Driving Behaviors Detection and Identification with Smartphones","display_name":"Fine-Grained Abnormal Driving Behaviors Detection and Identification with Smartphones","publication_year":2016,"publication_date":"2016-10-19","ids":{"openalex":"https://openalex.org/W2539417147","doi":"https://doi.org/10.1109/tmc.2016.2618873","mag":"2539417147"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2016.2618873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2016.2618873","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},"type":"article","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/A5012589427","display_name":"Jiadi Yu","orcid":"https://orcid.org/0000-0002-0207-9643"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiadi Yu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003330800","display_name":"Zhongyang Chen","orcid":"https://orcid.org/0000-0002-8102-2222"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyang Chen","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081759167","display_name":"Yanmin Zhu","orcid":"https://orcid.org/0000-0001-6406-4992"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanmin Zhu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394750","display_name":"Yingying Chen","orcid":"https://orcid.org/0000-0002-3994-766X"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingying Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, NJ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, NJ","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072308822","display_name":"Linghe Kong","orcid":"https://orcid.org/0000-0001-9266-3044"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linghe Kong","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100608804","display_name":"Minglu Li","orcid":"https://orcid.org/0000-0001-6547-3472"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minglu Li","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.899,"has_fulltext":false,"cited_by_count":150,"citation_normalized_percentile":{"value":0.96786133,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"16","issue":"8","first_page":"2198","last_page":"2212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9936000108718872,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/computer-science","display_name":"Computer science","score":0.7580501437187195},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.606225311756134},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4374927878379822},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39067742228507996},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33716583251953125},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19503545761108398}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7580501437187195},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.606225311756134},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4374927878379822},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39067742228507996},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33716583251953125},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19503545761108398},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2016.2618873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2016.2618873","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1944819817","display_name":"\u65e0\u7ebf\u8f66\u8f86\u7f51\u7edc\u6570\u636e\u901a\u4fe1\u53ca\u79fb\u52a8\u611f\u77e5\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61170238","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4318457751","display_name":null,"funder_award_id":"CNS1409767","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4409558963","display_name":null,"funder_award_id":"61303202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4755751023","display_name":null,"funder_award_id":"61420106010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5407064335","display_name":"\u7269\u8054\u7f51\u65e0\u7ebf\u901a\u4fe1\u7684\u5e76\u53d1\u4f20\u8f93\u6280\u672f\u7814\u7a76","funder_award_id":"61672349","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7123709921","display_name":"\u7fa4\u667a\u611f\u77e5\u8ba1\u7b97\u4e2d\u4efb\u52a1\u8c03\u5ea6\u53ca\u8d44\u6e90\u7ba1\u7406\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61472254","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7831683857","display_name":null,"funder_award_id":"CNS1514436","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W328766226","https://openalex.org/W2014643169","https://openalex.org/W2034411841","https://openalex.org/W2035284988","https://openalex.org/W2055389916","https://openalex.org/W2070420170","https://openalex.org/W2071118663","https://openalex.org/W2072404455","https://openalex.org/W2077563416","https://openalex.org/W2082186743","https://openalex.org/W2089343068","https://openalex.org/W2094603253","https://openalex.org/W2098458112","https://openalex.org/W2108328714","https://openalex.org/W2122417232","https://openalex.org/W2129367100","https://openalex.org/W2130787223","https://openalex.org/W2151666054","https://openalex.org/W2153635508","https://openalex.org/W2166459724","https://openalex.org/W2182033143"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2011442434"],"abstract_inverted_index":{"Real-time":[0],"abnormal":[1,28,61,70,130,146,174],"driving":[2,11,16,29,40,62,71,87,92,103,131,147,175,188,195],"behaviors":[3,17,30,63,104,132,176],"monitoring":[4,18,55,133],"is":[5],"a":[6,23,53,76,119,168],"corner":[7],"stone":[8],"to":[9,44,51,126,141,162],"improving":[10],"safety.":[12],"Existing":[13],"works":[14],"on":[15,109],"using":[19,134],"smartphones":[20],"only":[21,59],"provide":[22],"coarse-grained":[24],"result,":[25],"i.e.,":[26],"distinguishing":[27],"from":[31,90],"normal":[32],"ones.":[33],"To":[34],"improve":[35],"drivers\u2019":[36],"awareness":[37],"of":[38,69,84,98,102,145,182,204],"their":[39,106],"habits":[41],"so":[42],"as":[43],"prevent":[45],"potential":[46],"car":[47],"accidents,":[48],"we":[49,94,116,197],"need":[50],"consider":[52],"fine-grained":[54,120,173],"approach,":[56],"which":[57,171],"not":[58],"detects":[60],"but":[64],"also":[65],"identifies":[66],"specific":[67],"types":[68,101],"behaviors,":[72],"i.e.,Weaving,Swerving,Sideslipping,Fast":[73],"U-turn,Turning":[74],"with":[75,185,207,214],"wide":[77],"radius,":[78],"andSudden":[79],"braking.":[80],"Through":[81],"empirical":[82],"studies":[83],"the":[85,99,143,164],"6-month":[86],"traces":[88],"collected":[89],"real":[91,194],"environments,":[93,196],"find":[95],"that":[96],"all":[97],"six":[100],"have":[105],"unique":[107],"patterns":[108,144],"acceleration":[110],"and":[111,123,166,178,211],"orientation.":[112],"Recognizing":[113],"this":[114],"observation,":[115],"further":[117],"propose":[118],"abnormalDriving":[121],"behaviorDetection":[122],"iDentification":[124],"system,$D^{3}$,":[125],"perform":[127],"real-time":[128],"high-accurate":[129],"smartphone":[135],"sensors.":[136],"We":[137],"extract":[138],"effective":[139],"features":[140,165],"capture":[142],"behaviors.":[148],"After":[149],"that,":[150],"two":[151],"machine":[152],"learning":[153],"methods,Support":[154],"Vector":[155],"Machine(SVM)":[156],"andNeuron":[157],"Networks(NN),":[158],"are":[159],"employed,":[160],"respectively,":[161],"train":[163],"output":[167],"classifier":[169,209,216],"model":[170],"conducts":[172],"detection":[177],"identification.":[179],"From":[180],"results":[181],"extensive":[183],"experiments":[184],"20":[186],"volunteers":[187],"for":[189],"another":[190],"four":[191],"months":[192],"in":[193],"show":[198],"that$D^{3}$achieves":[199],"an":[200],"average":[201],"total":[202],"accuracy":[203],"95.36":[205],"percent":[206,213],"SVM":[208],"model,":[210],"96.88":[212],"NN":[215],"model.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":5}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}