{"id":"https://openalex.org/W2738020474","doi":"https://doi.org/10.1109/mits.2017.2709779","title":"A Novel Approach for Traffic Signal Control: A Recommendation Perspective","display_name":"A Novel Approach for Traffic Signal Control: A Recommendation Perspective","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2738020474","doi":"https://doi.org/10.1109/mits.2017.2709779","mag":"2738020474"},"language":"en","primary_location":{"id":"doi:10.1109/mits.2017.2709779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mits.2017.2709779","pdf_url":null,"source":{"id":"https://openalex.org/S131000621","display_name":"IEEE Intelligent Transportation Systems Magazine","issn_l":"1939-1390","issn":["1939-1390","1941-1197"],"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 Transportation Systems Magazine","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/A5053515029","display_name":"Yifei Zhao","orcid":"https://orcid.org/0000-0003-4781-0521"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Zhao","raw_affiliation_strings":["The State Key Laboratory of Management and Control for Complex Systems, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Management and Control for Complex Systems, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085525397","display_name":"Hang Gao","orcid":"https://orcid.org/0000-0002-8549-0170"},"institutions":[{"id":"https://openalex.org/I4210112270","display_name":"Qingdao Academy of Intelligent Industries","ror":"https://ror.org/02a0rnh86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Gao","raw_affiliation_strings":["The Institute of Smart Education Systems, Qingdao Academy of Intelligent Industries, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Institute of Smart Education Systems, Qingdao Academy of Intelligent Industries, Qingdao, China","institution_ids":["https://openalex.org/I4210112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328250","display_name":"Shuai Wang","orcid":"https://orcid.org/0000-0001-9370-9235"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Wang","raw_affiliation_strings":["The State Key Laboratory of Management and Control for Complex Systems, Xian Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Management and Control for Complex Systems, Xian Jiaotong University","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":null,"display_name":"Fei-Yue Wang","orcid":"https://orcid.org/0000-0002-9583-0618"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei-Yue Wang","raw_affiliation_strings":["The State Key Laboratory of Management and Control for Complex Systems, Xian Jiaotong University"],"raw_orcid":"https://orcid.org/0000-0002-9583-0618","affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Management and Control for Complex Systems, Xian Jiaotong University","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2664,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.8740799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"9","issue":"3","first_page":"127","last_page":"135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9987999796867371,"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":0.9987999796867371,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9966999888420105,"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/T11106","display_name":"Data Management and Algorithms","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.6912949085235596},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6549807190895081},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6290814876556396},{"id":"https://openalex.org/keywords/traffic-signal","display_name":"Traffic signal","score":0.569036602973938},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.4758736193180084},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.45212554931640625},{"id":"https://openalex.org/keywords/floating-car-data","display_name":"Floating car data","score":0.44171416759490967},{"id":"https://openalex.org/keywords/signal-timing","display_name":"Signal timing","score":0.4315083920955658},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40008240938186646},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.3814857602119446},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3700735569000244},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.3003348112106323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21843045949935913},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.21747559309005737},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18759673833847046},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.15240353345870972}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6912949085235596},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6549807190895081},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6290814876556396},{"id":"https://openalex.org/C2987419075","wikidata":"https://www.wikidata.org/wiki/Q8004","display_name":"Traffic signal","level":2,"score":0.569036602973938},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.4758736193180084},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.45212554931640625},{"id":"https://openalex.org/C64093975","wikidata":"https://www.wikidata.org/wiki/Q356677","display_name":"Floating car data","level":3,"score":0.44171416759490967},{"id":"https://openalex.org/C2776006172","wikidata":"https://www.wikidata.org/wiki/Q7512741","display_name":"Signal timing","level":3,"score":0.4315083920955658},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40008240938186646},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.3814857602119446},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3700735569000244},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.3003348112106323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21843045949935913},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.21747559309005737},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18759673833847046},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.15240353345870972},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mits.2017.2709779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mits.2017.2709779","pdf_url":null,"source":{"id":"https://openalex.org/S131000621","display_name":"IEEE Intelligent Transportation Systems Magazine","issn_l":"1939-1390","issn":["1939-1390","1941-1197"],"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 Transportation Systems Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1530419154","https://openalex.org/W1673941785","https://openalex.org/W1909788123","https://openalex.org/W1912220230","https://openalex.org/W1914389580","https://openalex.org/W1941479577","https://openalex.org/W1965806445","https://openalex.org/W1971040550","https://openalex.org/W1988087504","https://openalex.org/W1999921708","https://openalex.org/W2002803284","https://openalex.org/W2011206081","https://openalex.org/W2014728147","https://openalex.org/W2015742367","https://openalex.org/W2022095808","https://openalex.org/W2031530760","https://openalex.org/W2037067712","https://openalex.org/W2037248853","https://openalex.org/W2039476607","https://openalex.org/W2040367556","https://openalex.org/W2044922360","https://openalex.org/W2056300231","https://openalex.org/W2063139200","https://openalex.org/W2064701353","https://openalex.org/W2094686774","https://openalex.org/W2133747588","https://openalex.org/W2141554657","https://openalex.org/W2145143778","https://openalex.org/W2155106456","https://openalex.org/W2156356828","https://openalex.org/W2172081845","https://openalex.org/W2172249709","https://openalex.org/W2265108276","https://openalex.org/W2341865734","https://openalex.org/W2342427580","https://openalex.org/W2374728432","https://openalex.org/W2489953154","https://openalex.org/W4241474339","https://openalex.org/W4249560056","https://openalex.org/W6637259173","https://openalex.org/W6681027470","https://openalex.org/W6681087304"],"related_works":["https://openalex.org/W3192327502","https://openalex.org/W3016964804","https://openalex.org/W2005409769","https://openalex.org/W3044060590","https://openalex.org/W2945875309","https://openalex.org/W4386289889","https://openalex.org/W2390382476","https://openalex.org/W3117279048","https://openalex.org/W2354891280","https://openalex.org/W2898775471"],"abstract_inverted_index":{"Traffic":[0],"Signal":[1],"Control":[2],"is":[3,82],"an":[4],"effective":[5],"mean":[6],"of":[7,33,52,76],"solving":[8],"urban":[9],"traffic":[10,45,77,89],"problems":[11],"by":[12],"providing":[13],"appropriate":[14],"signal":[15,41,67],"timings":[16,42,68],"for":[17,43,86],"road":[18],"intersections.":[19],"In":[20],"this":[21],"paper,":[22],"we":[23,48],"propose":[24],"a":[25,70],"novel":[26],"approach":[27],"originated":[28],"from":[29,69],"methods":[30],"and":[31,55],"applications":[32],"recommendation":[34,58],"systems":[35],"to":[36,63],"select":[37],"the":[38,50,56,65,80],"most":[39],"suitable":[40],"various":[44],"demands.":[46],"Specifically,":[47],"use":[49],"idea":[51],"computational":[53],"experiments":[54],"well-known":[57],"technology":[59],"called":[60],"Collaborative":[61],"Filtering":[62],"find":[64],"best":[66],"database":[71,81],"filled":[72],"with":[73,97],"large":[74,84],"amounts":[75],"data.":[78],"When":[79],"not":[83],"enough":[85],"some":[87],"special":[88],"situations,":[90],"traditional":[91],"approaches":[92],"are":[93],"adopted.":[94],"Corresponding":[95],"data":[96],"good":[98],"performance":[99],"will":[100],"be":[101],"recorded.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
