{"id":"https://openalex.org/W3201339195","doi":"https://doi.org/10.1109/tii.2021.3111536","title":"Spatial-Temporal-Cost Combination Based Taxi Driving Fraud Detection for Collaborative Internet of Vehicles","display_name":"Spatial-Temporal-Cost Combination Based Taxi Driving Fraud Detection for Collaborative Internet of Vehicles","publication_year":2021,"publication_date":"2021-09-10","ids":{"openalex":"https://openalex.org/W3201339195","doi":"https://doi.org/10.1109/tii.2021.3111536","mag":"3201339195"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2021.3111536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3111536","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Industrial Informatics","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/A5030323127","display_name":"Xiangjie Kong","orcid":"https://orcid.org/0000-0003-2698-3319"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangjie Kong","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","[Zhejiang University of Technology, 12624 Hangzhou, China, China, 310023 (e-mail: xjkong@ieee.org)]"],"raw_orcid":"https://orcid.org/0000-0003-2698-3319","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"[Zhejiang University of Technology, 12624 Hangzhou, China, China, 310023 (e-mail: xjkong@ieee.org)]","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102020537","display_name":"Bing Zhu","orcid":"https://orcid.org/0000-0003-2670-0059"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Zhu","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2670-0059","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048752035","display_name":"Guojiang Shen","orcid":"https://orcid.org/0000-0003-1064-1250"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guojiang Shen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","[Zhejiang University of Technology, 12624 Hangzhou China 310014 (e-mail: gjshen1975@zjut.edu.cn)]"],"raw_orcid":"https://orcid.org/0000-0003-1064-1250","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"[Zhejiang University of Technology, 12624 Hangzhou China 310014 (e-mail: gjshen1975@zjut.edu.cn)]","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069658778","display_name":"Tewabe Chekole Workneh","orcid":"https://orcid.org/0000-0001-5756-2651"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tewabe Chekole Workneh","raw_affiliation_strings":["Department of Computer Science, University of Verona, Verona, Italy","[Computer Science, University of Verona Department of Computer Science, 387782 VERONA, Verona, Italy, 37135 (e-mail: tewabechekole.workneh@univr.it)]"],"raw_orcid":"https://orcid.org/0000-0001-5756-2651","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"[Computer Science, University of Verona Department of Computer Science, 387782 VERONA, Verona, Italy, 37135 (e-mail: tewabechekole.workneh@univr.it)]","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088517244","display_name":"Zhanhao Ji","orcid":"https://orcid.org/0000-0003-1632-8740"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanhao Ji","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1632-8740","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100680373","display_name":"Chen Yang","orcid":"https://orcid.org/0000-0002-1853-4815"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1853-4815","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047836977","display_name":"Zhi Liu","orcid":"https://orcid.org/0000-0001-8320-820X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Liu","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","[College of Computer Science and Technology, Zhejiang University of Technology, 12624 hangzhou, zhejiang, China, 310023 (e-mail: lzhi@zjut.edu.cn)]"],"raw_orcid":"https://orcid.org/0000-0001-8320-820X","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"[College of Computer Science and Technology, Zhejiang University of Technology, 12624 hangzhou, zhejiang, China, 310023 (e-mail: lzhi@zjut.edu.cn)]","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5030323127"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":3.6382,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.9410716,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":"5","first_page":"3426","last_page":"3436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991000294685364,"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":0.9955000281333923,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/taxis","display_name":"Taxis","score":0.8636208176612854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7093731164932251},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.6870877146720886},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6649910807609558},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5418511033058167},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5204699039459229},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.42451682686805725},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4176817536354065},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34326326847076416},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2938143312931061},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28589093685150146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17923197150230408}],"concepts":[{"id":"https://openalex.org/C183373512","wikidata":"https://www.wikidata.org/wiki/Q949618","display_name":"Taxis","level":2,"score":0.8636208176612854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7093731164932251},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6870877146720886},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6649910807609558},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5418511033058167},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5204699039459229},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.42451682686805725},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4176817536354065},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34326326847076416},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2938143312931061},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28589093685150146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17923197150230408},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2021.3111536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3111536","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G3267229679","display_name":null,"funder_award_id":"LR21F020003","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G4211196075","display_name":null,"funder_award_id":"62073295","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4794680191","display_name":null,"funder_award_id":"62072409","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1465304330","https://openalex.org/W1968701380","https://openalex.org/W2085394315","https://openalex.org/W2136975357","https://openalex.org/W2168884627","https://openalex.org/W2514056879","https://openalex.org/W2537902313","https://openalex.org/W2775742549","https://openalex.org/W2782862419","https://openalex.org/W2790829300","https://openalex.org/W2809409545","https://openalex.org/W2884934420","https://openalex.org/W2987050385","https://openalex.org/W3001750130","https://openalex.org/W3035078642","https://openalex.org/W3049198385","https://openalex.org/W3109476376","https://openalex.org/W3119744609","https://openalex.org/W3120795858","https://openalex.org/W3130527475","https://openalex.org/W3133873791","https://openalex.org/W3134690045","https://openalex.org/W3209485964","https://openalex.org/W6793422453"],"related_works":["https://openalex.org/W2731640799","https://openalex.org/W3145095895","https://openalex.org/W2594548639","https://openalex.org/W4387544810","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W1598471830","https://openalex.org/W3107369729"],"abstract_inverted_index":{"Vehicle-to-vehicle":[0],"interaction":[1],"and":[2,47,57,83,140],"collaboration":[3],"can":[4,16,110],"provide":[5],"us":[6],"with":[7,49,118],"a":[8,28,58,71],"large":[9],"number":[10],"of":[11,42,52,103,114,121,128,142],"mobile":[12],"traffic":[13],"trajectories":[14,116,127],"that":[15],"be":[17],"used":[18,75,132],"to":[19,64,76,99,133],"analyze":[20,111],"driving":[21,36],"behavior.":[22],"In":[23],"this":[24],"article,":[25],"we":[26,109],"propose":[27],"spatio-temporal":[29],"cost":[30],"combination":[31],"based":[32],"framework":[33],"for":[34],"taxi":[35,91],"fraud":[37],"detection.":[38],"First,":[39],"the":[40,66,78,87,90,101,104,112,119,126,138,143],"point":[41],"interest":[43],"where":[44],"taxis":[45,130],"interact":[46],"collaborate":[48],"collaborative":[50],"Internet":[51],"Vehicles":[53],"participants":[54],"is":[55,62,74],"identified,":[56],"baseline":[59],"trajectory":[60,68,92],"model":[61,73],"built":[63],"determine":[65],"typical":[67],"distribution.":[69],"Second,":[70],"statistical":[72],"calculate":[77],"travel":[79,81,84],"distribution,":[80],"time,":[82,89],"cost.":[85],"At":[86],"same":[88],"points":[93],"are":[94],"converted":[95],"into":[96],"evolving":[97],"graphs":[98],"detect":[100],"abnormality":[102],"local":[105],"road":[106,123],"segment.":[107],"Then,":[108],"causes":[113],"outlier":[115],"combined":[117],"perception":[120],"abnormal":[122],"environments.":[124],"Finally,":[125],"real":[129],"were":[131],"evaluate":[134],"outliers,":[135],"which":[136],"proves":[137],"effectiveness":[139],"efficiency":[141],"method.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":9}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}
