{"id":"https://openalex.org/W4407180517","doi":"https://doi.org/10.1145/3716371","title":"Making Sense of Big Data in Intelligent Transportation Systems: Current Trends, Challenges and Future Directions","display_name":"Making Sense of Big Data in Intelligent Transportation Systems: Current Trends, Challenges and Future Directions","publication_year":2025,"publication_date":"2025-02-05","ids":{"openalex":"https://openalex.org/W4407180517","doi":"https://doi.org/10.1145/3716371"},"language":"en","primary_location":{"id":"doi:10.1145/3716371","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3716371","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5031027636","display_name":"Mian Ahmad Jan","orcid":"https://orcid.org/0000-0002-5298-1328"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mian Ahmad Jan","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, Sharjah, United Arab Emirates","Computer Science, University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-5298-1328","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Computer Science, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065179238","display_name":"Muhammad Adil","orcid":"https://orcid.org/0000-0003-4494-8576"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muhammad Adil","raw_affiliation_strings":["Department of Computer Science and Engineering, University at Buffalo, Buffalo, United States","Computer Science and Engineering, University at Buffalo, Buffalo, United States"],"raw_orcid":"https://orcid.org/0000-0003-4494-8576","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University at Buffalo, Buffalo, United States","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"Computer Science and Engineering, University at Buffalo, Buffalo, United States","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079069251","display_name":"Bouziane Brik","orcid":"https://orcid.org/0000-0002-3267-5702"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Bouziane Brik","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, Sharjah, United Arab Emirates","Computer Science, University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-3267-5702","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Computer Science, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035128702","display_name":"Saad Harous","orcid":"https://orcid.org/0000-0001-6524-7352"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Saad Harous","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, Sharjah, United Arab Emirates","Computer Science, University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-6524-7352","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Computer Science, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085367364","display_name":"Sohail Abbas","orcid":"https://orcid.org/0000-0002-2287-3801"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sohail Abbas","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, Sharjah, United Arab Emirates","Computer Science, University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-2287-3801","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Computer Science, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":57.724,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.99789304,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"57","issue":"8","first_page":"1","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9921000003814697,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.820871114730835},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6431161165237427},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.5778920650482178},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5518991947174072},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5498863458633423},{"id":"https://openalex.org/keywords/sense","display_name":"Sense (electronics)","score":0.42804473638534546},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14209511876106262},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.12129741907119751},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08115103840827942}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.820871114730835},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6431161165237427},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.5778920650482178},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5518991947174072},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5498863458633423},{"id":"https://openalex.org/C143141573","wikidata":"https://www.wikidata.org/wiki/Q7450971","display_name":"Sense (electronics)","level":2,"score":0.42804473638534546},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14209511876106262},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.12129741907119751},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08115103840827942},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3716371","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3716371","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":140,"referenced_works":["https://openalex.org/W1488684895","https://openalex.org/W1520469672","https://openalex.org/W1545025361","https://openalex.org/W1996058270","https://openalex.org/W2030604270","https://openalex.org/W2121895216","https://openalex.org/W2139321017","https://openalex.org/W2766542353","https://openalex.org/W2766881562","https://openalex.org/W2769750997","https://openalex.org/W2778363563","https://openalex.org/W2787118002","https://openalex.org/W2789828921","https://openalex.org/W2794204271","https://openalex.org/W2802508687","https://openalex.org/W2802574842","https://openalex.org/W2804329282","https://openalex.org/W2818473824","https://openalex.org/W2889144763","https://openalex.org/W2901558496","https://openalex.org/W2902037659","https://openalex.org/W2921469264","https://openalex.org/W2939366901","https://openalex.org/W2944507549","https://openalex.org/W2945434604","https://openalex.org/W2947832965","https://openalex.org/W2952283671","https://openalex.org/W2953448948","https://openalex.org/W2955155733","https://openalex.org/W2963103668","https://openalex.org/W2969262963","https://openalex.org/W2973146207","https://openalex.org/W2979061341","https://openalex.org/W2983131442","https://openalex.org/W2983192835","https://openalex.org/W2999817948","https://openalex.org/W3000043458","https://openalex.org/W3000148380","https://openalex.org/W3000171824","https://openalex.org/W3012481664","https://openalex.org/W3013518474","https://openalex.org/W3016600231","https://openalex.org/W3023238316","https://openalex.org/W3036351926","https://openalex.org/W3045049179","https://openalex.org/W3049305796","https://openalex.org/W3083066903","https://openalex.org/W3084666632","https://openalex.org/W3087970581","https://openalex.org/W3088416892","https://openalex.org/W3090493620","https://openalex.org/W3090702224","https://openalex.org/W3096966075","https://openalex.org/W3100435238","https://openalex.org/W3110411590","https://openalex.org/W3115223556","https://openalex.org/W3115881467","https://openalex.org/W3125675327","https://openalex.org/W3131249402","https://openalex.org/W3132842072","https://openalex.org/W3142349132","https://openalex.org/W3152505255","https://openalex.org/W3154082044","https://openalex.org/W3154707277","https://openalex.org/W3157841930","https://openalex.org/W3158613031","https://openalex.org/W3160976241","https://openalex.org/W3164576087","https://openalex.org/W3167103746","https://openalex.org/W3171443666","https://openalex.org/W3174959864","https://openalex.org/W3198080154","https://openalex.org/W3199473579","https://openalex.org/W3203925388","https://openalex.org/W3204579237","https://openalex.org/W3210086321","https://openalex.org/W3210701025","https://openalex.org/W3212409379","https://openalex.org/W3215723981","https://openalex.org/W3217539601","https://openalex.org/W4205694850","https://openalex.org/W4206176461","https://openalex.org/W4207001164","https://openalex.org/W4211176245","https://openalex.org/W4214932544","https://openalex.org/W4221141549","https://openalex.org/W4224325917","https://openalex.org/W4225637713","https://openalex.org/W4226290276","https://openalex.org/W4285055426","https://openalex.org/W4285666981","https://openalex.org/W4286491372","https://openalex.org/W4288076087","https://openalex.org/W4296690332","https://openalex.org/W4308325353","https://openalex.org/W4308501583","https://openalex.org/W4309905345","https://openalex.org/W4309957279","https://openalex.org/W4312232650","https://openalex.org/W4312550876","https://openalex.org/W4312815912","https://openalex.org/W4313197221","https://openalex.org/W4313478129","https://openalex.org/W4313644063","https://openalex.org/W4313854933","https://openalex.org/W4317796262","https://openalex.org/W4319663699","https://openalex.org/W4320199162","https://openalex.org/W4361757366","https://openalex.org/W4362466018","https://openalex.org/W4366085645","https://openalex.org/W4366149817","https://openalex.org/W4377971367","https://openalex.org/W4382751968","https://openalex.org/W4383743439","https://openalex.org/W4385649043","https://openalex.org/W4386219824","https://openalex.org/W4386320403","https://openalex.org/W4386608361","https://openalex.org/W4387212218","https://openalex.org/W4387307565","https://openalex.org/W4387914740","https://openalex.org/W4388191319","https://openalex.org/W4388773413","https://openalex.org/W4389495243","https://openalex.org/W4390064871","https://openalex.org/W4390488998","https://openalex.org/W4391490371","https://openalex.org/W4392659714","https://openalex.org/W4393991357","https://openalex.org/W4394862807","https://openalex.org/W4396712553","https://openalex.org/W4400081684","https://openalex.org/W4400081692","https://openalex.org/W4400417510","https://openalex.org/W4402949152","https://openalex.org/W4403534141","https://openalex.org/W4404694816","https://openalex.org/W6747287073","https://openalex.org/W6808809232"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2731626691","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084"],"abstract_inverted_index":{"Intelligent":[0],"Transportation":[1],"Systems":[2],"(ITS)":[3],"generate":[4],"massive":[5],"amounts":[6],"of":[7,44,70,99,111,160,199,217,236,255,274],"Big":[8,45,92,132],"Data":[9,46,93,133],"through":[10],"both":[11],"sensory":[12,146],"and":[13,35,57,77,141,147,158,163,174,191,284],"non-sensory":[14,148],"platforms.":[15],"The":[16,60],"data":[17,137,139,142,151,153,164,170,285],"support":[18],"batch":[19],"processing":[20],"as":[21,23,277],"well":[22],"stream":[24],"processing,":[25],"which":[26],"are":[27,52],"essential":[28],"for":[29,95,150,156,166,228],"reliable":[30],"operations":[31],"on":[32,91,114,136,204,220,233,281,287],"the":[33,41,68,81,104,108,115,125,168,182,189,197,200,205,214,221,234,253,272,282],"roads":[34,283],"connected":[36],"vehicles":[37,51,113,219],"in":[38,48,171],"ITS.":[39],"Despite":[40],"immense":[42],"potential":[43],"intelligence":[47],"ITS,":[49,96],"autonomous":[50,112,218],"largely":[53],"confined":[54],"to":[55,66,120],"testing":[56],"trial":[58],"phases.":[59],"research":[61,184,201],"community":[62],"is":[63,226],"working":[64],"tirelessly":[65],"improve":[67],"reliability":[69],"ITS":[71],"by":[72,128,186],"designing":[73],"new":[74],"protocols,":[75],"standards,":[76],"connectivity":[78],"paradigms.":[79],"In":[80],"recent":[82],"past,":[83],"several":[84],"surveys":[85],"have":[86,101],"been":[87],"conducted":[88],"that":[89,194,210,242,264],"focus":[90],"Intelligence":[94],"yet":[97],"none":[98],"them":[100],"comprehensively":[102,187],"addressed":[103],"fundamental":[105],"challenges":[106,193,212,225,244,269],"hindering":[107],"widespread":[109,215],"adoption":[110],"roads.":[116,222],"Our":[117],"survey":[118],"aims":[119],"help":[121],"readers":[122],"better":[123],"understand":[124],"technological":[126],"advancements":[127],"delving":[129],"deep":[130],"into":[131],"architecture,":[134],"focusing":[135],"acquisition,":[138,152],"storage,":[140],"visualization.":[143],"We":[144],"reviewed":[145],"platforms":[149],"storage":[154],"repositories":[155],"archival":[157],"retrieval":[159],"large":[161],"datasets,":[162],"visualization":[165],"presenting":[167],"processed":[169],"an":[172],"interactive":[173],"comprehensible":[175],"format.":[176],"To":[177],"this":[178],"end,":[179],"we":[180,208,240,259],"discussed":[181],"current":[183],"progress":[185],"covering":[188],"literature":[190],"highlighting":[192],"urgently":[195],"require":[196],"attention":[198],"community.":[202],"Based":[203],"concluding":[206],"remarks,":[207],"argued":[209],"these":[211,224,243,268],"hinder":[213],"presence":[216],"Understanding":[223],"important":[227],"a":[229],"more":[230],"informed":[231],"discussion":[232],"future":[235,262],"self-driven":[237],"technology.":[238],"Moreover,":[239],"acknowledge":[241],"not":[245],"only":[246],"affect":[247],"individual":[248],"layers":[249],"but":[250],"also":[251],"impact":[252],"functionality":[254],"subsequent":[256],"layers.":[257],"Finally,":[258],"outline":[260],"our":[261],"work":[263],"explores":[265],"how":[266],"resolving":[267],"could":[270],"enable":[271],"realization":[273],"innovations":[275],"such":[276],"smart":[278],"charging":[279],"systems":[280],"centers":[286],"wheels.":[288]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":11}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-02-06T00:00:00"}
