{"id":"https://openalex.org/W4391769147","doi":"https://doi.org/10.1109/itsc57777.2023.10422274","title":"Modelling Traffic Scenarios via Markovian Opinion Dynamics","display_name":"Modelling Traffic Scenarios via Markovian Opinion Dynamics","publication_year":2023,"publication_date":"2023-09-24","ids":{"openalex":"https://openalex.org/W4391769147","doi":"https://doi.org/10.1109/itsc57777.2023.10422274"},"language":"en","primary_location":{"id":"doi:10.1109/itsc57777.2023.10422274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc57777.2023.10422274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11380/1332866","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093835642","display_name":"Elisa Gaetan","orcid":"https://orcid.org/0009-0000-0111-1739"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisa Gaetan","raw_affiliation_strings":["University of Modena and Reggio Emilia,Engineering Department ‘Enzo Ferrari’,Modena,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Modena and Reggio Emilia,Engineering Department ‘Enzo Ferrari’,Modena,Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022872455","display_name":"L. Giarr\u00e9","orcid":"https://orcid.org/0000-0002-2304-4394"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Laura Giarr\u00e9","raw_affiliation_strings":["University of Modena and Reggio Emilia,Engineering Department ‘Enzo Ferrari’,Modena,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Modena and Reggio Emilia,Engineering Department ‘Enzo Ferrari’,Modena,Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054004883","display_name":"Simona Sacone","orcid":"https://orcid.org/0000-0002-7114-8972"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simona Sacone","raw_affiliation_strings":["University of Genova,‘DIBRIS’,Department of Informatics, Bioengineering, Robotics and Systems Engineering,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Genova,‘DIBRIS’,Department of Informatics, Bioengineering, Robotics and Systems Engineering,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019767300","display_name":"Paolo Falcone","orcid":"https://orcid.org/0000-0001-9587-9924"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]},{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["IT","SE"],"is_corresponding":false,"raw_author_name":"Paolo Falcone","raw_affiliation_strings":["University of Modena and Reggio Emilia,Engineering Department ‘Enzo Ferrari’,Modena,Italy","Department of Electrical Engineering, Mechatronics group, Chalmers University of Technology, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Modena and Reggio Emilia,Engineering Department ‘Enzo Ferrari’,Modena,Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]},{"raw_affiliation_string":"Department of Electrical Engineering, Mechatronics group, Chalmers University of Technology, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063808491","display_name":"Carl-Johan Heiker","orcid":"https://orcid.org/0000-0003-4086-0702"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Carl-Johan Heiker","raw_affiliation_strings":["Chalmers University of Technology,Mechatronics group,Department of Electrical Engineering,Gothenburg,Sweden","Department of Electrical Engineering, Mechatronics group, Chalmers University of Technology, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chalmers University of Technology,Mechatronics group,Department of Electrical Engineering,Gothenburg,Sweden","institution_ids":["https://openalex.org/I66862912"]},{"raw_affiliation_string":"Department of Electrical Engineering, Mechatronics group, Chalmers University of Technology, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1072","last_page":"1077"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9994000196456909,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9991000294685364,"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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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":0.7584861516952515},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.6850548982620239},{"id":"https://openalex.org/keywords/cell-transmission-model","display_name":"Cell Transmission Model","score":0.6721637845039368},{"id":"https://openalex.org/keywords/microscopic-traffic-flow-model","display_name":"Microscopic traffic flow model","score":0.48325949907302856},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.4634056091308594},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.4606736898422241},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.19115304946899414},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.15448233485221863},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13383162021636963},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12811815738677979},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12079936265945435},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.1153046190738678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7584861516952515},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.6850548982620239},{"id":"https://openalex.org/C139417690","wikidata":"https://www.wikidata.org/wiki/Q5058168","display_name":"Cell Transmission Model","level":3,"score":0.6721637845039368},{"id":"https://openalex.org/C205269179","wikidata":"https://www.wikidata.org/wiki/Q17144160","display_name":"Microscopic traffic flow model","level":3,"score":0.48325949907302856},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4634056091308594},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.4606736898422241},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.19115304946899414},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.15448233485221863},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13383162021636963},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12811815738677979},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12079936265945435},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.1153046190738678},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/itsc57777.2023.10422274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc57777.2023.10422274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unimore.it:11380/1332866","is_oa":true,"landing_page_url":"https://hdl.handle.net/11380/1332866","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:research.chalmers.se:540344","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/540344","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"pmh:oai:research.chalmers.se:544032","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/b08184e9-bd89-4f9e-b477-c14c2f618a47","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/1332866","is_oa":true,"landing_page_url":"https://hdl.handle.net/11380/1332866","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W629338568","https://openalex.org/W1964312966","https://openalex.org/W2012592624","https://openalex.org/W2020129240","https://openalex.org/W2032549372","https://openalex.org/W2037141248","https://openalex.org/W2056859449","https://openalex.org/W2102862543","https://openalex.org/W2125624525","https://openalex.org/W2167000629","https://openalex.org/W2509841691","https://openalex.org/W2548722511","https://openalex.org/W2963214372","https://openalex.org/W2966126767","https://openalex.org/W3160897191","https://openalex.org/W3206503085","https://openalex.org/W4237352008","https://openalex.org/W4315472040"],"related_works":["https://openalex.org/W2802202720","https://openalex.org/W2375515135","https://openalex.org/W2057360302","https://openalex.org/W2135928246","https://openalex.org/W3215119669","https://openalex.org/W2741642946","https://openalex.org/W2065830355","https://openalex.org/W2071351650","https://openalex.org/W3113872603","https://openalex.org/W2298887280"],"abstract_inverted_index":{"We":[0,50],"address":[1,61],"the":[2,38,46,70],"question":[3],"of":[4,73],"whether":[5],"opinion":[6],"dynamics":[7],"models":[8],"can":[9],"be":[10],"exploited":[11],"in":[12],"novel":[13],"scenarios,":[14],"such":[15],"as":[16],"traffic":[17,48],"flow":[18],"on":[19],"highway":[20],"lanes.":[21],"In":[22],"this":[23],"paper,":[24],"we":[25,64],"design":[26],"a":[27,66,78],"Markovian":[28],"model":[29,76],"and":[30,57],"compare":[31],"its":[32],"predictions":[33],"with":[34],"those":[35],"obtained":[36],"from":[37],"widely":[39],"recognized":[40],"Cell":[41],"Transmission":[42],"Model":[43],"(CTM)":[44],"for":[45],"same":[47],"scenario.":[49],"identify":[51],"potential":[52],"challenges":[53],"that":[54],"may":[55],"arise":[56],"propose":[58],"strategies":[59],"to":[60],"them.":[62],"Furthermore,":[63],"present":[65],"concise":[67],"demonstration":[68],"showcasing":[69],"predictive":[71],"capabilities":[72],"our":[74],"proposed":[75],"through":[77],"small-scale":[79],"example.":[80]},"counts_by_year":[{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}