{"id":"https://openalex.org/W4386090362","doi":"https://doi.org/10.1109/access.2023.3308048","title":"Game Theory Applications in Micro and Macroscopic Simulations in Transportation Networks: A Comprehensive Review","display_name":"Game Theory Applications in Micro and Macroscopic Simulations in Transportation Networks: A Comprehensive Review","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386090362","doi":"https://doi.org/10.1109/access.2023.3308048"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3308048","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3308048","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10227273.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10227273.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073340679","display_name":"Furkan Ahmad","orcid":"https://orcid.org/0000-0002-1176-1759"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Furkan Ahmad","raw_affiliation_strings":["Division of Sustainable Development, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","College of Science and Engineering, Division of Sustainable Development, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-1176-1759","affiliations":[{"raw_affiliation_string":"Division of Sustainable Development, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]},{"raw_affiliation_string":"College of Science and Engineering, Division of Sustainable Development, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062961228","display_name":"Luluwah Al\u2010Fagih","orcid":"https://orcid.org/0000-0002-0449-1324"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Luluwah Al-Fagih","raw_affiliation_strings":["Division of Sustainable Development, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","College of Science and Engineering, Division of Sustainable Development, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Sustainable Development, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]},{"raw_affiliation_string":"College of Science and Engineering, Division of Sustainable Development, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.6893,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92112089,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"93635","last_page":"93663"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":1.0,"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"}},{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6314839720726013},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.5720838904380798},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.43817609548568726},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.433843731880188},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3574404716491699},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.35001033544540405},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1674206256866455}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6314839720726013},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.5720838904380798},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.43817609548568726},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.433843731880188},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3574404716491699},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.35001033544540405},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1674206256866455},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2023.3308048","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3308048","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10227273.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3394210f34d64f09b2969bfec7604bfa","is_oa":true,"landing_page_url":"https://doaj.org/article/3394210f34d64f09b2969bfec7604bfa","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":"IEEE Access, Vol 11, Pp 93635-93663 (2023)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/25239490","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Game_Theory_Applications_in_Micro_and_Macroscopic_Simulations_in_Transportation_Networks_A_Comprehensive_Review/25239490","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3308048","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3308048","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10227273.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334468","display_name":"Qatar National Library","ror":"https://ror.org/02jv93662"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386090362.pdf","grobid_xml":"https://content.openalex.org/works/W4386090362.grobid-xml"},"referenced_works_count":206,"referenced_works":["https://openalex.org/W104927110","https://openalex.org/W575074100","https://openalex.org/W1027473064","https://openalex.org/W1266438319","https://openalex.org/W1525260320","https://openalex.org/W1833552892","https://openalex.org/W1952987468","https://openalex.org/W1963763587","https://openalex.org/W1965032790","https://openalex.org/W1967355531","https://openalex.org/W1967847711","https://openalex.org/W1968199746","https://openalex.org/W1985031440","https://openalex.org/W1990285092","https://openalex.org/W1991745400","https://openalex.org/W1998027059","https://openalex.org/W1999417740","https://openalex.org/W2001656150","https://openalex.org/W2001769813","https://openalex.org/W2003642326","https://openalex.org/W2005756057","https://openalex.org/W2009828583","https://openalex.org/W2011931151","https://openalex.org/W2022105599","https://openalex.org/W2024709866","https://openalex.org/W2028621599","https://openalex.org/W2028763295","https://openalex.org/W2031236641","https://openalex.org/W2034394583","https://openalex.org/W2042202222","https://openalex.org/W2043624827","https://openalex.org/W2044688536","https://openalex.org/W2049444876","https://openalex.org/W2051665016","https://openalex.org/W2056345094","https://openalex.org/W2056549180","https://openalex.org/W2056877664","https://openalex.org/W2058083416","https://openalex.org/W2058111864","https://openalex.org/W2061437468","https://openalex.org/W2062970187","https://openalex.org/W2076290341","https://openalex.org/W2082483669","https://openalex.org/W2085842743","https://openalex.org/W2090403203","https://openalex.org/W2110235590","https://openalex.org/W2118944179","https://openalex.org/W2121933632","https://openalex.org/W2141760075","https://openalex.org/W2167812033","https://openalex.org/W2169144512","https://openalex.org/W2177369458","https://openalex.org/W2300461186","https://openalex.org/W2325216909","https://openalex.org/W2359578593","https://openalex.org/W2388100549","https://openalex.org/W2388351303","https://openalex.org/W2474747359","https://openalex.org/W2512890971","https://openalex.org/W2528993124","https://openalex.org/W2545909223","https://openalex.org/W2555059533","https://openalex.org/W2559869414","https://openalex.org/W2560358744","https://openalex.org/W2579851192","https://openalex.org/W2586534696","https://openalex.org/W2592866567","https://openalex.org/W2596687583","https://openalex.org/W2724190973","https://openalex.org/W2735430691","https://openalex.org/W2741965242","https://openalex.org/W2745419901","https://openalex.org/W2753548898","https://openalex.org/W2755467021","https://openalex.org/W2762932451","https://openalex.org/W2766136239","https://openalex.org/W2766474504","https://openalex.org/W2769555969","https://openalex.org/W2770254414","https://openalex.org/W2773347164","https://openalex.org/W2773627628","https://openalex.org/W2787978017","https://openalex.org/W2789106624","https://openalex.org/W2792363315","https://openalex.org/W2792416543","https://openalex.org/W2799969917","https://openalex.org/W2800027611","https://openalex.org/W2800264199","https://openalex.org/W2800416156","https://openalex.org/W2802430251","https://openalex.org/W2805258854","https://openalex.org/W2809064993","https://openalex.org/W2811410528","https://openalex.org/W2887339366","https://openalex.org/W2888438231","https://openalex.org/W2894704068","https://openalex.org/W2896524782","https://openalex.org/W2899068331","https://openalex.org/W2903117618","https://openalex.org/W2906328910","https://openalex.org/W2906730685","https://openalex.org/W2911334773","https://openalex.org/W2912639125","https://openalex.org/W2914843397","https://openalex.org/W2922285790","https://openalex.org/W2922677095","https://openalex.org/W2926966817","https://openalex.org/W2940568244","https://openalex.org/W2941329299","https://openalex.org/W2943844449","https://openalex.org/W2943880569","https://openalex.org/W2944424375","https://openalex.org/W2945170013","https://openalex.org/W2947512127","https://openalex.org/W2947871674","https://openalex.org/W2947984676","https://openalex.org/W2955280838","https://openalex.org/W2963494103","https://openalex.org/W2964145578","https://openalex.org/W2971177842","https://openalex.org/W2973479541","https://openalex.org/W2979368474","https://openalex.org/W2982413936","https://openalex.org/W2984443664","https://openalex.org/W2990002756","https://openalex.org/W2991067515","https://openalex.org/W2991410748","https://openalex.org/W2993343820","https://openalex.org/W2996107073","https://openalex.org/W2997022366","https://openalex.org/W2997627703","https://openalex.org/W2997922319","https://openalex.org/W3009365266","https://openalex.org/W3009895421","https://openalex.org/W3011979648","https://openalex.org/W3012569735","https://openalex.org/W3017039991","https://openalex.org/W3017244280","https://openalex.org/W3021319061","https://openalex.org/W3022042946","https://openalex.org/W3027607837","https://openalex.org/W3036465990","https://openalex.org/W3036898773","https://openalex.org/W3037931454","https://openalex.org/W3075234101","https://openalex.org/W3084222703","https://openalex.org/W3087431945","https://openalex.org/W3091266930","https://openalex.org/W3093209099","https://openalex.org/W3101281557","https://openalex.org/W3103028614","https://openalex.org/W3108552306","https://openalex.org/W3112616303","https://openalex.org/W3113489746","https://openalex.org/W3121119853","https://openalex.org/W3122601910","https://openalex.org/W3123136839","https://openalex.org/W3125040104","https://openalex.org/W3125389154","https://openalex.org/W3126455208","https://openalex.org/W3128376273","https://openalex.org/W3130696096","https://openalex.org/W3135029437","https://openalex.org/W3135889082","https://openalex.org/W3140277255","https://openalex.org/W3144182943","https://openalex.org/W3154085103","https://openalex.org/W3155491549","https://openalex.org/W3156417984","https://openalex.org/W3158742847","https://openalex.org/W3159254157","https://openalex.org/W3161186439","https://openalex.org/W3167522816","https://openalex.org/W3173810232","https://openalex.org/W3178038872","https://openalex.org/W3183492677","https://openalex.org/W3197287938","https://openalex.org/W3201076656","https://openalex.org/W3201590919","https://openalex.org/W3207833010","https://openalex.org/W3208589960","https://openalex.org/W3209363811","https://openalex.org/W3212011652","https://openalex.org/W3214880154","https://openalex.org/W4205159341","https://openalex.org/W4206803782","https://openalex.org/W4210622751","https://openalex.org/W4210865858","https://openalex.org/W4211215416","https://openalex.org/W4213177737","https://openalex.org/W4213318779","https://openalex.org/W4220875055","https://openalex.org/W4237355376","https://openalex.org/W4243683476","https://openalex.org/W4250744658","https://openalex.org/W4365141128","https://openalex.org/W4384461183","https://openalex.org/W6604331516","https://openalex.org/W6706882726","https://openalex.org/W6740727972","https://openalex.org/W6740728962","https://openalex.org/W6743688705","https://openalex.org/W6763440746","https://openalex.org/W6775507380","https://openalex.org/W6776859178","https://openalex.org/W6779515011"],"related_works":["https://openalex.org/W648823617","https://openalex.org/W570681339","https://openalex.org/W1601831468","https://openalex.org/W1516060028","https://openalex.org/W1967205341","https://openalex.org/W571273243","https://openalex.org/W636963647","https://openalex.org/W611381124","https://openalex.org/W656390810","https://openalex.org/W1551398901"],"abstract_inverted_index":{"Transportation":[0],"networks":[1,30,82],"are":[2],"essential":[3],"to":[4,13,65,97,113,130],"the":[5,23,76,99,125,128,139,142],"functioning":[6],"of":[7,28,39,75,78,101,144],"modern":[8],"societies.":[9],"They":[10],"provide":[11,131],"access":[12],"goods,":[14],"services,":[15],"and":[16,20,25,46,62,86,104,107,121,137],"opportunities,":[17],"connecting":[18],"people":[19],"places.":[21],"However,":[22],"efficient":[24],"effective":[26],"management":[27],"these":[29],"is":[31],"a":[32,55,72,132],"complex":[33],"challenge":[34],"that":[35],"requires":[36],"careful":[37],"consideration":[38],"numerous":[40],"factors,":[41],"including":[42],"capacity,":[43],"demand,":[44],"congestion,":[45,118],"user":[47],"behavior.":[48],"Game":[49],"theory":[50],"(GT)":[51],"has":[52,94,110,127],"emerged":[53],"as":[54],"powerful":[56],"tool":[57],"for":[58,116,134],"analyzing":[59],"transportation":[60,81,105,147],"systems":[61],"developing":[63],"strategies":[64,115],"optimize":[66],"their":[67],"performance.":[68],"This":[69],"manuscript":[70,126],"provides":[71],"comprehensive":[73],"review":[74],"application":[77,143],"GT":[79,93,145],"in":[80,141,146],"from":[83],"both":[84],"microscopic":[85],"macroscopic":[87],"perspectives.":[88],"Specifically,":[89],"it":[90,109],"examines":[91],"how":[92,108],"been":[95,111],"used":[96,112],"analyze":[98],"behavior":[100],"individual":[102],"travelers":[103],"providers":[106],"develop":[114],"managing":[117],"improving":[119],"efficiency,":[120],"reducing":[122],"emissions.":[123],"Lastly,":[124],"potential":[129],"roadmap":[133],"future":[135],"research":[136],"highlight":[138],"challenges":[140],"networks.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
