{"id":"https://openalex.org/W4320802223","doi":"https://doi.org/10.1109/mis.2022.3221342","title":"Foundation Models for Transportation Intelligence: ITS Convergence in TransVerse","display_name":"Foundation Models for Transportation Intelligence: ITS Convergence in TransVerse","publication_year":2022,"publication_date":"2022-11-01","ids":{"openalex":"https://openalex.org/W4320802223","doi":"https://doi.org/10.1109/mis.2022.3221342"},"language":"en","primary_location":{"id":"doi:10.1109/mis.2022.3221342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2022.3221342","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"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 Intelligent 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/A5056233405","display_name":"Chen Zhao","orcid":"https://orcid.org/0000-0001-8614-5080"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chen Zhao","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057269411","display_name":"Xingyuan Dai","orcid":"https://orcid.org/0000-0001-7517-5049"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyuan Dai","raw_affiliation_strings":["CASIA, Beijing, China"],"affiliations":[{"raw_affiliation_string":"CASIA, Beijing, China","institution_ids":["https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076992681","display_name":"Yisheng Lv","orcid":"https://orcid.org/0000-0002-7565-4979"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yisheng Lv","raw_affiliation_strings":["CASIA, Beijing, China"],"affiliations":[{"raw_affiliation_string":"CASIA, Beijing, China","institution_ids":["https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043336332","display_name":"Yonglin Tian","orcid":"https://orcid.org/0000-0003-1911-5791"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yonglin Tian","raw_affiliation_strings":["Waytous Incorporation, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Waytous Incorporation, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032095898","display_name":"Yuhai Ren","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuhai Ren","raw_affiliation_strings":["North Automatic Control Technology Institute, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"North Automatic Control Technology Institute, Taiyuan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113600509","display_name":"Fei\u2010Yue Wang","orcid":"https://orcid.org/0000-0001-9185-3989"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Fei-Yue Wang","raw_affiliation_strings":["Macau University of Science and Technology, Macao, China"],"affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056233405"],"corresponding_institution_ids":["https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":2.9163,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.90763393,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"37","issue":"6","first_page":"77","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9995999932289124,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7203601598739624},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.6766271591186523},{"id":"https://openalex.org/keywords/advanced-traffic-management-system","display_name":"Advanced Traffic Management System","score":0.45073145627975464},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.44423016905784607},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.44304946064949036},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.20331597328186035},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11997637152671814}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7203601598739624},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.6766271591186523},{"id":"https://openalex.org/C42693407","wikidata":"https://www.wikidata.org/wiki/Q4686317","display_name":"Advanced Traffic Management System","level":3,"score":0.45073145627975464},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.44423016905784607},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.44304946064949036},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.20331597328186035},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11997637152671814},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mis.2022.3221342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2022.3221342","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"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 Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.550000011920929,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2036785686","https://openalex.org/W2133078284","https://openalex.org/W2133747588","https://openalex.org/W2734479159","https://openalex.org/W2783478760","https://openalex.org/W2905278961","https://openalex.org/W2923088732","https://openalex.org/W2993620483","https://openalex.org/W3005470740","https://openalex.org/W3028016574","https://openalex.org/W3034169961","https://openalex.org/W3040325268","https://openalex.org/W3042314439","https://openalex.org/W3164712068","https://openalex.org/W4287884599","https://openalex.org/W4291653324","https://openalex.org/W4296425724","https://openalex.org/W4296501493","https://openalex.org/W4304162916","https://openalex.org/W6659849045"],"related_works":["https://openalex.org/W3158831960","https://openalex.org/W2521728836","https://openalex.org/W2972088616","https://openalex.org/W3094593199","https://openalex.org/W4399654348","https://openalex.org/W2008793610","https://openalex.org/W2893934742","https://openalex.org/W2077294583","https://openalex.org/W4310082270","https://openalex.org/W4315796051"],"abstract_inverted_index":{"Smart":[0],"cities":[1],"are":[2],"our":[3,50],"aspiration":[4],"for":[5,26,49,82,90,98],"a":[6,36,91],"better":[7],"life":[8],"where":[9],"transportation":[10,19,37,51,83,94],"intelligence":[11,48,84],"is":[12,96],"indispensable.":[13],"Recent":[14],"technological":[15],"advances":[16],"in":[17,29,85],"intelligent":[18],"systems":[20],"have":[21],"opened":[22],"up":[23],"new":[24],"possibilities":[25],"smart":[27,30,86],"mobility":[28],"cities.":[31,87],"Here":[32],"we":[33],"present":[34],"TengYun,":[35],"foundation":[38],"model":[39],"designed":[40],"and":[41,46],"developed":[42],"with":[43,60],"parallel":[44],"learning":[45],"federated":[47,68,71,73,75,77,80],"metaverse":[52],"called":[53],"TransVerse.":[54],"TengYun":[55],"enables":[56],"decentralized/distributed":[57],"autonomous":[58],"organizations":[59],"decentralized/":[61],"distributed":[62],"operations,":[63],"as":[64,66],"well":[65],"various":[67],"technologies,":[69],"from":[70],"security,":[72],"control,":[74],"management,":[76],"services,":[78],"to":[79],"ecology":[81],"An":[88],"example":[89],"federation":[92],"of":[93,103],"transformers":[95],"discussed":[97],"illustrating":[99],"the":[100],"operating":[101],"procedure":[102],"TengYun.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":12}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
