{"id":"https://openalex.org/W2140368797","doi":"https://doi.org/10.1155/2012/530561","title":"Guidance Compliance Behavior on VMS Based on SOAR Cognitive Architecture","display_name":"Guidance Compliance Behavior on VMS Based on SOAR Cognitive Architecture","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2140368797","doi":"https://doi.org/10.1155/2012/530561","mag":"2140368797"},"language":"en","primary_location":{"id":"doi:10.1155/2012/530561","doi":"https://doi.org/10.1155/2012/530561","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2012/530561","pdf_url":"https://downloads.hindawi.com/journals/mpe/2012/530561.pdf","source":{"id":"https://openalex.org/S178238111","display_name":"Mathematical Problems in Engineering","issn_l":"1024-123X","issn":["1024-123X","1026-7077","1563-5147"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Problems in Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/mpe/2012/530561.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003384340","display_name":"Shiquan Zhong","orcid":"https://orcid.org/0000-0002-5721-7847","observed_orcids":["https://orcid.org/0000-0002-5721-7847"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiquan Zhong","raw_affiliation_strings":["College of Management and Economic, Tianjin University, Tianjin 300072"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Management and Economic, Tianjin University, Tianjin 300072","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001416353","display_name":"Hongwei Ma","orcid":"https://orcid.org/0000-0002-3443-3782","observed_orcids":["https://orcid.org/0000-0002-3443-3782","https://orcid.org/0009-0009-2194-8355"]},"institutions":[{"id":"https://openalex.org/I4210094343","display_name":"Tianjin Municipal Engineering Design and Research Institute","ror":"https://ror.org/007s1fv27","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094343"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongwei Ma","raw_affiliation_strings":["Transportation Planning Center, Tianjin Municipal Engineering Design and Research Institute, Tianjin 300051"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transportation Planning Center, Tianjin Municipal Engineering Design and Research Institute, Tianjin 300051","institution_ids":["https://openalex.org/I4210094343"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039797389","display_name":"Lizhen Zhou","orcid":"https://orcid.org/0000-0003-2726-6864","observed_orcids":["https://orcid.org/0000-0003-2726-6864"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhen Zhou","raw_affiliation_strings":["College of Management and Economic, Tianjin University, Tianjin 300072"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Management and Economic, Tianjin University, Tianjin 300072","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602861","display_name":"Xuelian Wang","orcid":"https://orcid.org/0000-0002-0504-733X","observed_orcids":["https://orcid.org/0000-0002-0504-733X"]},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuelian Wang","raw_affiliation_strings":["School of Management, Hebei University of Technology, Tianjin 300130"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Hebei University of Technology, Tianjin 300130","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079433207","display_name":"Shoufeng Ma","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shoufeng Ma","raw_affiliation_strings":["College of Management and Economic, Tianjin University, Tianjin 300072"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Management and Economic, Tianjin University, Tianjin 300072","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101709265","display_name":"Ning Jia","orcid":"https://orcid.org/0000-0003-0669-179X","observed_orcids":["https://orcid.org/0000-0003-0669-179X"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Jia","raw_affiliation_strings":["College of Management and Economic, Tianjin University, Tianjin 300072"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Management and Economic, Tianjin University, Tianjin 300072","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001416353"],"corresponding_institution_ids":["https://openalex.org/I4210094343"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"2012","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.576200008392334,"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":0.576200008392334,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.1251000016927719,"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"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.08980000019073486,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"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/variable-message-signs","display_name":"variable message signs","score":0.7889999747276306},{"id":"https://openalex.org/keywords/soar-cognitive-architecture","display_name":"Soar cognitive architecture","score":0.9929999709129333},{"id":"https://openalex.org/keywords/multi-agent-simulation","display_name":"multi-agent simulation","score":0.5289999842643738},{"id":"https://openalex.org/keywords/chunking","display_name":"chunking","score":0.6629999876022339},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.9950000047683716},{"id":"https://openalex.org/keywords/working-memory","display_name":"working memory","score":0.5440000295639038},{"id":"https://openalex.org/keywords/decision-cycle","display_name":"decision cycle","score":0.6200000047683716},{"id":"https://openalex.org/keywords/route-choice","display_name":"route choice","score":0.5339999794960022},{"id":"https://openalex.org/keywords/driver-behavior-modeling","display_name":"driver behavior modeling","score":0.4740000069141388}],"concepts":[{"id":"https://openalex.org/C17305859","wikidata":"https://www.wikidata.org/wiki/Q382944","display_name":"Soar","level":2,"score":0.9918686151504517},{"id":"https://openalex.org/C2781460075","wikidata":"https://www.wikidata.org/wiki/Q1399332","display_name":"Compliance (psychology)","level":2,"score":0.7654933929443359},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.7019595503807068},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.6128759384155273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.513141930103302},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.47728362679481506},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32973963022232056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24927714467048645},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.12397697567939758},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08510184288024902},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.05274838209152222},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2012/530561","doi":"https://doi.org/10.1155/2012/530561","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2012/530561","pdf_url":"https://downloads.hindawi.com/journals/mpe/2012/530561.pdf","source":{"id":"https://openalex.org/S178238111","display_name":"Mathematical Problems in Engineering","issn_l":"1024-123X","issn":["1024-123X","1026-7077","1563-5147"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Problems in Engineering","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.387.8072","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.387.8072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ai.eecs.umich.edu/soar/sitemaker/docs/pubs/530561.pdf","raw_type":"text"},{"id":"pmh:oai:RePEc:hin:jnlmpe:530561","doi":null,"is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/MPE/2012/530561.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:af912891199146e083ca28a52caf7d3c","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/af912891199146e083ca28a52caf7d3c","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mathematical Problems in Engineering, Vol 2012 (2012)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2012/530561","doi":"https://doi.org/10.1155/2012/530561","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2012/530561","pdf_url":"https://downloads.hindawi.com/journals/mpe/2012/530561.pdf","source":{"id":"https://openalex.org/S178238111","display_name":"Mathematical Problems in Engineering","issn_l":"1024-123X","issn":["1024-123X","1026-7077","1563-5147"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Problems in Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2508354475","display_name":null,"funder_award_id":"70971094","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G4860076653","display_name":null,"funder_award_id":"70971094","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5539360359","display_name":null,"funder_award_id":"20090032120032","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G682198831","display_name":null,"funder_award_id":"50908155","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G7675563368","display_name":"\u57fa\u4e8eSOAR\u8ba4\u77e5\u67b6\u6784\u7684\u4ea4\u901a\u8bf1\u5bfc\u670d\u4ece\u884c\u4e3a\u7814\u7a76","funder_award_id":"50908155","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8073029379","display_name":null,"funder_award_id":"20090032120032","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2140368797.pdf","grobid_xml":"https://content.openalex.org/works/W2140368797.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W37034129","https://openalex.org/W90655423","https://openalex.org/W109565365","https://openalex.org/W562850116","https://openalex.org/W647164922","https://openalex.org/W1534457528","https://openalex.org/W1559005291","https://openalex.org/W1964204467","https://openalex.org/W1971456437","https://openalex.org/W1981243943","https://openalex.org/W1984824395","https://openalex.org/W1993016152","https://openalex.org/W1993930008","https://openalex.org/W2005770046","https://openalex.org/W2037036263","https://openalex.org/W2037485980","https://openalex.org/W2039423859","https://openalex.org/W2042988358","https://openalex.org/W2048571879","https://openalex.org/W2053276889","https://openalex.org/W2059902437","https://openalex.org/W2065786000","https://openalex.org/W2079246927","https://openalex.org/W2108850763","https://openalex.org/W2117589077","https://openalex.org/W2124676985","https://openalex.org/W2133415371","https://openalex.org/W2163445345","https://openalex.org/W2167760994","https://openalex.org/W2180809782","https://openalex.org/W2354420791","https://openalex.org/W2377729577","https://openalex.org/W2534938354","https://openalex.org/W2603751960","https://openalex.org/W4251568270","https://openalex.org/W4255675898"],"related_works":["https://openalex.org/W7100227980","https://openalex.org/W2016277803","https://openalex.org/W1975219170","https://openalex.org/W2163544646","https://openalex.org/W4317851179","https://openalex.org/W1556411087","https://openalex.org/W573540833","https://openalex.org/W2054371109","https://openalex.org/W2045672960","https://openalex.org/W2061405951"],"abstract_inverted_index":{"SOAR":[0,47],"is":[1,12,48,120],"a":[2],"cognitive":[3],"architecture":[4],"named":[5],"from":[6,105],"state,":[7],"operator":[8],"and":[9,40,66,95,113,137,146,153,167],"result,":[10,140],"which":[11],"adopted":[13],"to":[14,33,50,122,159],"portray":[15],"the":[16,44,52,55,59,70,87,91,97,106,124,142,149,162],"drivers\u2032":[17],"guidance":[18,125,145,165],"compliance":[19,126,166],"behavior":[20],"on":[21,43],"variable":[22],"message":[23],"sign":[24],"(VMS)":[25],"in":[26],"this":[27],"paper.":[28],"VMS":[29],"represents":[30],"traffic":[31],"conditions":[32],"drivers":[34],"by":[35,111],"three":[36],"colors:":[37],"red,":[38],"yellow,":[39],"green.":[41],"Based":[42],"multiagent":[45],"platform,":[46],"introduced":[49],"design":[51],"agent":[53,74,103],"with":[54],"detailed":[56],"description":[57],"of":[58,80,93,100,108,164],"working":[60],"memory,":[61,63],"long\u2010term":[62],"decision":[64,72],"cycle,":[65,73],"learning":[67,168],"mechanism.":[68,169],"With":[69],"fixed":[71],"transforms":[75],"state":[76,109,150],"through":[77],"four":[78],"kinds":[79],"operators,":[81],"including":[82,141],"choosing":[83],"route":[84],"directly,":[85],"changing":[86,90,96],"driving":[88],"goal,":[89],"temper":[92],"driver,":[94],"road":[98],"condition":[99],"prediction.":[101],"The":[102,139],"learns":[104],"process":[107],"transformation":[110],"chunking":[112,155],"reinforcement":[114],"learning.":[115],"Finally,":[116],"computerized":[117],"simulation":[118,135],"program":[119],"used":[121],"study":[123,161],"behavior.":[127],"Experiments":[128],"are":[129,157],"simulated":[130],"many":[131],"times":[132,156],"under":[133],"given":[134],"network":[136],"conditions.":[138],"comparison":[143],"between":[144],"no":[147],"guidance,":[148],"transition":[151],"times,":[152],"average":[154],"analyzed":[158],"further":[160],"laws":[163]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}