{"id":"https://openalex.org/W4390838460","doi":"https://doi.org/10.1007/s00500-023-09553-3","title":"DSTGCS: an intelligent dynamic spatial\u2013temporal graph convolutional system for traffic flow prediction in ITS","display_name":"DSTGCS: an intelligent dynamic spatial\u2013temporal graph convolutional system for traffic flow prediction in ITS","publication_year":2024,"publication_date":"2024-01-13","ids":{"openalex":"https://openalex.org/W4390838460","doi":"https://doi.org/10.1007/s00500-023-09553-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-023-09553-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-023-09553-3","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5100685461","display_name":"Na Hu","orcid":"https://orcid.org/0000-0001-6362-0969"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Hu","raw_affiliation_strings":["Hunan Key Laboratory for Service Computing and Novel Software Technology, Xiangtan, China","School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China"],"affiliations":[{"raw_affiliation_string":"Hunan Key Laboratory for Service Computing and Novel Software Technology, Xiangtan, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101594820","display_name":"Dafang Zhang","orcid":"https://orcid.org/0000-0003-0765-6857"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dafang Zhang","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078519973","display_name":"Wei Liang","orcid":"https://orcid.org/0000-0002-5074-1363"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]},{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liang","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","Hunan Key Laboratory for Service Computing and Novel Software Technology, Xiangtan, China","School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Hunan Key Laboratory for Service Computing and Novel Software Technology, Xiangtan, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063188437","display_name":"Kuan\u2010Ching Li","orcid":"https://orcid.org/0000-0003-1381-4364"},"institutions":[{"id":"https://openalex.org/I177918364","display_name":"Providence University","ror":"https://ror.org/03fcpsq87","country_code":"TW","type":"education","lineage":["https://openalex.org/I177918364"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Kuan-Ching Li","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, Providence University, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, Providence University, Taichung, Taiwan","institution_ids":["https://openalex.org/I177918364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054899408","display_name":"Arcangelo Castiglione","orcid":"https://orcid.org/0000-0002-7991-2410"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Arcangelo Castiglione","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 degli Studi di Salerno, Fisciano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063188437"],"corresponding_institution_ids":["https://openalex.org/I177918364"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.0975,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7366009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"28","issue":"9-10","first_page":"6909","last_page":"6922"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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":1.0,"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":0.9933000206947327,"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/T10524","display_name":"Traffic control and management","score":0.9929999709129333,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8020957708358765},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5944424867630005},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.534814178943634},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5333884358406067},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5146740078926086},{"id":"https://openalex.org/keywords/dynamic-data","display_name":"Dynamic data","score":0.43908464908599854},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.42105355858802795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3434475064277649},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22870680689811707},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.15692630410194397},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08048039674758911}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8020957708358765},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5944424867630005},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.534814178943634},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5333884358406067},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5146740078926086},{"id":"https://openalex.org/C197298091","wikidata":"https://www.wikidata.org/wiki/Q5318963","display_name":"Dynamic data","level":2,"score":0.43908464908599854},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.42105355858802795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3434475064277649},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22870680689811707},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.15692630410194397},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08048039674758911},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-023-09553-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-023-09553-3","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G6226816379","display_name":null,"funder_award_id":"62072170","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8704805951","display_name":null,"funder_award_id":"61976087","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":46,"referenced_works":["https://openalex.org/W1973943669","https://openalex.org/W1983883318","https://openalex.org/W2064675550","https://openalex.org/W2132711183","https://openalex.org/W2145527836","https://openalex.org/W2157331557","https://openalex.org/W2756203131","https://openalex.org/W2788134583","https://openalex.org/W2889230014","https://openalex.org/W2901504064","https://openalex.org/W2903871660","https://openalex.org/W2904201271","https://openalex.org/W2924028299","https://openalex.org/W2942567858","https://openalex.org/W2965341826","https://openalex.org/W2988226917","https://openalex.org/W2998559444","https://openalex.org/W3034246913","https://openalex.org/W3101687079","https://openalex.org/W3103720336","https://openalex.org/W3134504082","https://openalex.org/W3138516171","https://openalex.org/W3139633126","https://openalex.org/W3170140111","https://openalex.org/W3174022889","https://openalex.org/W3174823757","https://openalex.org/W3182542716","https://openalex.org/W4200199385","https://openalex.org/W4206614401","https://openalex.org/W4226135409","https://openalex.org/W4229372033","https://openalex.org/W4280651928","https://openalex.org/W4292230185","https://openalex.org/W4302275239","https://openalex.org/W4307953057","https://openalex.org/W4312918353","https://openalex.org/W4372780904","https://openalex.org/W4376879070","https://openalex.org/W4384787880","https://openalex.org/W4385652500","https://openalex.org/W4386075553","https://openalex.org/W4386243226","https://openalex.org/W6600120041","https://openalex.org/W6601636429","https://openalex.org/W6631455383","https://openalex.org/W6673815236"],"related_works":["https://openalex.org/W2046435967","https://openalex.org/W4231775656","https://openalex.org/W2383646825","https://openalex.org/W2371018915","https://openalex.org/W2354191502","https://openalex.org/W2372403409","https://openalex.org/W1972225038","https://openalex.org/W3134658850","https://openalex.org/W4242726756","https://openalex.org/W2355938171"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}