{"id":"https://openalex.org/W3184564372","doi":"https://doi.org/10.1007/s10489-021-02648-0","title":"Adaptive spatial-temporal graph attention networks for traffic flow forecasting","display_name":"Adaptive spatial-temporal graph attention networks for traffic flow forecasting","publication_year":2021,"publication_date":"2021-07-20","ids":{"openalex":"https://openalex.org/W3184564372","doi":"https://doi.org/10.1007/s10489-021-02648-0","mag":"3184564372"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-021-02648-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-021-02648-0","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","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/A5059157065","display_name":"Xiangyuan Kong","orcid":"https://orcid.org/0000-0002-3606-081X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyuan Kong","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3606-081X","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410024","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0002-9086-7622"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053261798","display_name":"Xiang Wei","orcid":"https://orcid.org/0000-0002-8967-6423"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Wei","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007723033","display_name":"Weiwei Xing","orcid":"https://orcid.org/0000-0002-6378-926X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Xing","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100627858","display_name":"Wei Lu","orcid":"https://orcid.org/0000-0002-4574-3209"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Lu","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100627858"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":5.5156,"has_fulltext":false,"cited_by_count":74,"citation_normalized_percentile":{"value":0.97050338,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"52","issue":"4","first_page":"4300","last_page":"4316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9907000064849854,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9855999946594238,"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/computer-science","display_name":"Computer science","score":0.832756757736206},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6280490159988403},{"id":"https://openalex.org/keywords/attention-network","display_name":"Attention network","score":0.5770503878593445},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4907895028591156},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.4900883436203003},{"id":"https://openalex.org/keywords/traffic-speed","display_name":"Traffic speed","score":0.44598686695098877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4128355085849762},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3576762080192566},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3172891139984131}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.832756757736206},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6280490159988403},{"id":"https://openalex.org/C2993807640","wikidata":"https://www.wikidata.org/wiki/Q103709453","display_name":"Attention network","level":2,"score":0.5770503878593445},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4907895028591156},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.4900883436203003},{"id":"https://openalex.org/C2993660032","wikidata":"https://www.wikidata.org/wiki/Q746984","display_name":"Traffic speed","level":2,"score":0.44598686695098877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4128355085849762},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3576762080192566},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3172891139984131},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-021-02648-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-021-02648-0","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G210926631","display_name":null,"funder_award_id":"61876018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6001165032","display_name":null,"funder_award_id":"61906014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8910283252","display_name":null,"funder_award_id":"61876017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W626441390","https://openalex.org/W1501856433","https://openalex.org/W1662382123","https://openalex.org/W1903029394","https://openalex.org/W1924770834","https://openalex.org/W1966706927","https://openalex.org/W1973737652","https://openalex.org/W1989750313","https://openalex.org/W1991694886","https://openalex.org/W1991770012","https://openalex.org/W2004353783","https://openalex.org/W2027392238","https://openalex.org/W2036785686","https://openalex.org/W2080731889","https://openalex.org/W2101491865","https://openalex.org/W2116341502","https://openalex.org/W2117131941","https://openalex.org/W2165651980","https://openalex.org/W2171234954","https://openalex.org/W2342643507","https://openalex.org/W2468907370","https://openalex.org/W2519887557","https://openalex.org/W2547875792","https://openalex.org/W2565330852","https://openalex.org/W2579495707","https://openalex.org/W2609196176","https://openalex.org/W2613331518","https://openalex.org/W2756203131","https://openalex.org/W2792839479","https://openalex.org/W2884128153","https://openalex.org/W2903871660","https://openalex.org/W2904065660","https://openalex.org/W2904832339","https://openalex.org/W2906257585","https://openalex.org/W2907492528","https://openalex.org/W2920651164","https://openalex.org/W2949888546","https://openalex.org/W2950023669","https://openalex.org/W2950089337","https://openalex.org/W2950817888","https://openalex.org/W2962756421","https://openalex.org/W2963358464","https://openalex.org/W2964121744","https://openalex.org/W2964308564","https://openalex.org/W2964319113","https://openalex.org/W2965341826","https://openalex.org/W2997848713","https://openalex.org/W2998559444","https://openalex.org/W3005472803","https://openalex.org/W3010476030","https://openalex.org/W3015615481","https://openalex.org/W3036106327","https://openalex.org/W3045202147","https://openalex.org/W3045642713","https://openalex.org/W3070733705","https://openalex.org/W3093761440","https://openalex.org/W3103427490","https://openalex.org/W3103720336","https://openalex.org/W3105587346","https://openalex.org/W3113297449","https://openalex.org/W3127161477","https://openalex.org/W3134226201","https://openalex.org/W3152505255","https://openalex.org/W3175781981","https://openalex.org/W4210257598","https://openalex.org/W6600120041","https://openalex.org/W6600804061","https://openalex.org/W6601484203","https://openalex.org/W6604666239","https://openalex.org/W6604896550","https://openalex.org/W6630827713"],"related_works":["https://openalex.org/W2888789309","https://openalex.org/W2971416272","https://openalex.org/W2731899572","https://openalex.org/W4323060069","https://openalex.org/W4307834408","https://openalex.org/W3000978536","https://openalex.org/W4280521970","https://openalex.org/W2785881492","https://openalex.org/W4307640250","https://openalex.org/W3184564372"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
