{"id":"https://openalex.org/W3159263469","doi":"https://doi.org/10.1109/tits.2021.3069850","title":"An Evolutionary Game Approach to Safety-Aware Speed Recommendation in Fog/Cloud-Based Intelligent Transportation Systems","display_name":"An Evolutionary Game Approach to Safety-Aware Speed Recommendation in Fog/Cloud-Based Intelligent Transportation Systems","publication_year":2021,"publication_date":"2021-04-28","ids":{"openalex":"https://openalex.org/W3159263469","doi":"https://doi.org/10.1109/tits.2021.3069850","mag":"3159263469"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2021.3069850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2021.3069850","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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/A5043418226","display_name":"Mehrdad Asadi","orcid":"https://orcid.org/0000-0003-3360-9579"},"institutions":[{"id":"https://openalex.org/I155419210","display_name":"Islamic Azad University, Science and Research Branch","ror":"https://ror.org/03187yj51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I155419210"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mehrdad Asadi","raw_affiliation_strings":["Department of Computer Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran","institution_ids":["https://openalex.org/I155419210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056796328","display_name":"Mahmood Fathy","orcid":"https://orcid.org/0000-0003-0852-5488"},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahmood Fathy","raw_affiliation_strings":["School of Computer Engineering, Iran University of Science and Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Iran University of Science and Technology, Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056861749","display_name":"Hamid Mahini","orcid":"https://orcid.org/0000-0002-5995-1738"},"institutions":[{"id":"https://openalex.org/I4210117791","display_name":"Islamic Azad University of Gorgan","ror":"https://ror.org/02865ms07","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210117791"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamidreza Mahini","raw_affiliation_strings":["Department of Computer Engineering, Gorgan Branch, Islamic Azad University, Gorgan, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Gorgan Branch, Islamic Azad University, Gorgan, Iran","institution_ids":["https://openalex.org/I4210117791"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021772077","display_name":"Amir Masoud Rahmani","orcid":"https://orcid.org/0000-0001-8641-6119"},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Amir Masoud Rahmani","raw_affiliation_strings":["Future Technology Research Center, National Yunlin University of Science and Technology, Douliu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Future Technology Research Center, National Yunlin University of Science and Technology, Douliu, Taiwan","institution_ids":["https://openalex.org/I75357094"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043418226"],"corresponding_institution_ids":["https://openalex.org/I155419210"],"apc_list":null,"apc_paid":null,"fwci":1.2957,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.79010617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":"7","first_page":"7431","last_page":"7440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9993000030517578,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9993000030517578,"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/T10524","display_name":"Traffic control and management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10698","display_name":"Transportation Planning and Optimization","score":0.9977999925613403,"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/cloud-computing","display_name":"Cloud computing","score":0.6641562581062317},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5893374085426331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5831468105316162},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.485881507396698},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.4848414659500122},{"id":"https://openalex.org/keywords/vehicle-dynamics","display_name":"Vehicle dynamics","score":0.4769236743450165},{"id":"https://openalex.org/keywords/evolutionary-game-theory","display_name":"Evolutionary game theory","score":0.4556139409542084},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.44787344336509705},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.29062408208847046},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2738898992538452},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.26123446226119995}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6641562581062317},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5893374085426331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5831468105316162},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.485881507396698},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.4848414659500122},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.4769236743450165},{"id":"https://openalex.org/C20249471","wikidata":"https://www.wikidata.org/wiki/Q2298789","display_name":"Evolutionary game theory","level":3,"score":0.4556139409542084},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.44787344336509705},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.29062408208847046},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2738898992538452},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.26123446226119995},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2021.3069850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2021.3069850","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1525603454","https://openalex.org/W1567092208","https://openalex.org/W1860632703","https://openalex.org/W1967829443","https://openalex.org/W1996058270","https://openalex.org/W2048205166","https://openalex.org/W2070180387","https://openalex.org/W2152759986","https://openalex.org/W2180157113","https://openalex.org/W2280183819","https://openalex.org/W2472333518","https://openalex.org/W2753089952","https://openalex.org/W2781824238","https://openalex.org/W2790005177","https://openalex.org/W2793593059","https://openalex.org/W2884538446","https://openalex.org/W2887421613","https://openalex.org/W2899559558","https://openalex.org/W2904472359","https://openalex.org/W2915686220","https://openalex.org/W2925210517","https://openalex.org/W2939397420","https://openalex.org/W2944121027","https://openalex.org/W2945374197","https://openalex.org/W2951842449","https://openalex.org/W2955986532","https://openalex.org/W2967730887","https://openalex.org/W2990783398","https://openalex.org/W3006022447","https://openalex.org/W3010702530","https://openalex.org/W3038546731","https://openalex.org/W4231651705","https://openalex.org/W4236158019","https://openalex.org/W4245086718","https://openalex.org/W6743333067","https://openalex.org/W6772272014"],"related_works":["https://openalex.org/W2388808575","https://openalex.org/W2505734641","https://openalex.org/W2131463044","https://openalex.org/W2374666693","https://openalex.org/W1966422684","https://openalex.org/W2108913771","https://openalex.org/W2380020769","https://openalex.org/W2611659488","https://openalex.org/W2325817968","https://openalex.org/W1503189112"],"abstract_inverted_index":{"Vehicle":[0],"speed":[1,64,82,101,133],"is":[2,24,105,125,159],"known":[3],"as":[4,34,90,130],"one":[5],"of":[6,22,79,102,146],"the":[7,12,18,55,76,80,88,94,97,100,103,110,121,128,131,139,144,147,152,155,163,173,177],"most":[8,19],"important":[9],"parameters":[10,180],"in":[11,60,182],"various":[13],"goals":[14],"for":[15,162],"driving.":[16],"Although":[17],"critical":[20],"goal":[21,69],"driving":[23,81],"safety,":[25],"each":[26],"driver":[27],"can":[28],"consider":[29],"another":[30,71],"secondary":[31,72],"goal,":[32],"such":[33],"reducing":[35],"travel":[36],"time,":[37,119],"economical":[38],"driving,":[39,41],"green":[40],"passenger":[42],"comfort,":[43],"etc.":[44],"In":[45],"this":[46,183],"paper,":[47],"we":[48,85],"propose":[49],"a":[50,91],"smartphone-based":[51],"application":[52],"that":[53,93,151],"utilizes":[54],"cloud/fog":[56],"computing":[57],"service":[58],"infrastructure":[59],"order":[61],"to":[62,66,75,127,172],"recommend":[63],"according":[65],"primary":[67],"safety":[68],"and":[70,99,120],"objective.":[73],"Due":[74],"strategic":[77],"nature":[78],"selection":[83],"issue,":[84],"have":[86],"modeled":[87],"problem":[89],"game":[92,112],"drivers":[95,129],"are":[96],"players,":[98],"vehicle":[104],"their":[106],"strategy.":[107],"We":[108],"solve":[109],"proposed":[111,148,156],"via":[113],"evolutionary":[114],"dynamics":[115],"with":[116],"appropriate":[117],"convergence":[118],"resulting":[122],"equilibrium":[123,157,169],"profile":[124],"announced":[126],"recommended":[132],"at":[134],"specified":[135],"time":[136],"intervals.":[137],"Finally,":[138],"experimental":[140],"results":[141],"obtained":[142],"from":[143,154,168],"simulation":[145],"scheme":[149],"confirm":[150],"deviation":[153,167],"velocity":[158],"not":[160],"profitable":[161],"offending":[164],"player.":[165],"Indeed,":[166],"conditions":[170],"leads":[171],"negative":[174],"impacts":[175],"on":[176],"formal":[178],"evaluation":[179],"presented":[181],"paper.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}