{"id":"https://openalex.org/W4410640244","doi":"https://doi.org/10.1109/tkde.2025.3570484","title":"Adaptive Traffic Forecasting on Daily Basis: A Spatio-Temporal Context Learning Approach","display_name":"Adaptive Traffic Forecasting on Daily Basis: A Spatio-Temporal Context Learning Approach","publication_year":2025,"publication_date":"2025-05-23","ids":{"openalex":"https://openalex.org/W4410640244","doi":"https://doi.org/10.1109/tkde.2025.3570484"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2025.3570484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2025.3570484","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Knowledge and Data Engineering","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/A5083084103","display_name":"Xiaoyu Li","orcid":"https://orcid.org/0009-0007-3006-3060"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Li","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0009-0007-3006-3060","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101878518","display_name":"Yitian Zhang","orcid":"https://orcid.org/0000-0002-5292-2248"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yitian Zhang","raw_affiliation_strings":["Electrical and Computer Engineering, McGill University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5292-2248","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059227406","display_name":"Guodong Long","orcid":"https://orcid.org/0000-0003-3740-9515"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guodong Long","raw_affiliation_strings":["School of Computer Science, University of Technology Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3740-9515","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101875643","display_name":"Yupeng Hu","orcid":"https://orcid.org/0000-0002-5653-8286"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yupeng Hu","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-5653-8286","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076564877","display_name":"Wenpeng L\u00fc","orcid":"https://orcid.org/0000-0002-1840-3540"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenpeng Lu","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-1840-3540","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, Shandong, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357848","display_name":"Meng Chen","orcid":"https://orcid.org/0000-0001-8645-8626"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Chen","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-8645-8626","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438525","display_name":"Chengqi Zhang","orcid":"https://orcid.org/0000-0001-5715-7154"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chengqi Zhang","raw_affiliation_strings":["School of Computer Science, University of Technology Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5715-7154","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040047825","display_name":"Yongshun Gong","orcid":"https://orcid.org/0000-0003-3948-4471"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongshun Gong","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-3948-4471","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8445,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83693498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"37","issue":"8","first_page":"4446","last_page":"4459"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9955999851226807,"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":0.9955999851226807,"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/T11106","display_name":"Data Management and Algorithms","score":0.9703999757766724,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9663000106811523,"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":0.8068176507949829},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.6153537631034851},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6003643274307251},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5284704566001892},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.49725058674812317},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4232761859893799},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.10131803154945374}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8068176507949829},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.6153537631034851},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6003643274307251},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5284704566001892},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.49725058674812317},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4232761859893799},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.10131803154945374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2025.3570484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2025.3570484","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.49000000953674316,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G5783774562","display_name":null,"funder_award_id":"tsqn202306066","funder_id":"https://openalex.org/F4320326189","funder_display_name":"Taishan Scholar Project of Shandong Province"},{"id":"https://openalex.org/G5968890584","display_name":null,"funder_award_id":"62476154","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6604316187","display_name":null,"funder_award_id":"62202270","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"},{"id":"https://openalex.org/F4320326189","display_name":"Taishan Scholar Project of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1988580225","https://openalex.org/W2080731889","https://openalex.org/W2087443150","https://openalex.org/W2156206597","https://openalex.org/W2463983882","https://openalex.org/W2528639018","https://openalex.org/W2756203131","https://openalex.org/W2903871660","https://openalex.org/W2911752602","https://openalex.org/W2921319277","https://openalex.org/W2964319113","https://openalex.org/W2965341826","https://openalex.org/W2966783050","https://openalex.org/W2981827087","https://openalex.org/W2996847713","https://openalex.org/W2997848713","https://openalex.org/W3015553263","https://openalex.org/W3080253043","https://openalex.org/W3080466448","https://openalex.org/W3084616068","https://openalex.org/W3126367810","https://openalex.org/W3156351347","https://openalex.org/W3174022889","https://openalex.org/W3200846864","https://openalex.org/W4221146484","https://openalex.org/W4225862894","https://openalex.org/W4230512065","https://openalex.org/W4283739673","https://openalex.org/W4285604458","https://openalex.org/W4290927794","https://openalex.org/W4292973033","https://openalex.org/W4306317966","https://openalex.org/W4309651348","https://openalex.org/W4312809166","https://openalex.org/W4313037550","https://openalex.org/W4323307198","https://openalex.org/W4380433143","https://openalex.org/W4382239616","https://openalex.org/W4382240004","https://openalex.org/W4385245566","https://openalex.org/W4385562696","https://openalex.org/W4385568303","https://openalex.org/W4387846311","https://openalex.org/W4387846860","https://openalex.org/W4390887062","https://openalex.org/W4391549809","https://openalex.org/W4391582670","https://openalex.org/W4401023877","https://openalex.org/W4402727337","https://openalex.org/W4403577320","https://openalex.org/W4404634789"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Traffic":[0],"forecasting":[1,19,78,90,114],"plays":[2],"a":[3,27,93,168,202],"crucial":[4],"role":[5],"in":[6,32,92,134,162],"establishing":[7],"an":[8,83,103],"Intelligent":[9],"Transportation":[10],"System":[11],"(ITS)":[12],"by":[13,43,201],"providing":[14],"essential":[15],"insights.":[16],"Existing":[17],"traffic":[18,38,65,77,89,119,136,163],"relies":[20],"on":[21,144,185],"the":[22,33,37,57,64,74,88,135,157],"assumption":[23],"that":[24,190],"there":[25,81],"is":[26,82],"hidden":[28],"invariant":[29],"spatial-temporal":[30,67],"pattern":[31],"large-scale":[34],"dataset.":[35],"However,":[36],"patterns":[39,68],"are":[40,69],"easily":[41],"influenced":[42],"many":[44],"unpredictable":[45],"external":[46],"factors,":[47,63],"such":[48],"as":[49],"policy":[50],"interventions":[51],"and":[52,138,171,196],"climate":[53],"changes.":[54],"Due":[55],"to":[56,86,174],"dynamic":[58,140,160],"nature":[59],"of":[60,76,124],"these":[61],"exogenous":[62],"network's":[66],"also":[70],"changed,":[71],"thus":[72],"impacting":[73],"performance":[75],"models.":[79],"Thus,":[80],"urgent":[84],"need":[85],"rethink":[87],"model":[91,175],"fast-adaptive":[94],"manner.":[95],"To":[96],"solve":[97],"this":[98,100],"challenge,":[99],"paper":[101],"proposes":[102],"Adaptive":[104],"Spatio-Temporal":[105],"Context":[106],"Learning":[107],"framework":[108],"named":[109],"ASTCL,":[110],"which":[111],"achieves":[112,192],"desired":[113],"accuracy":[115],"using":[116],"daily":[117],"basis":[118],"data":[120],"collected":[121],"from":[122,153,179],"dozens":[123],"sensors.":[125],"ASTCL":[126,166,191],"constructs":[127],"adaptive":[128,148],"spatio-temporal":[129,177],"contexts":[130,149],"for":[131],"target":[132],"locations":[133],"network":[137],"generates":[139],"sequence":[141],"graphs":[142,158],"based":[143],"semantic":[145],"similarities.":[146],"The":[147],"aggregate":[150],"valuable":[151],"information":[152],"available":[154],"data,":[155],"while":[156],"reveal":[159],"trends":[161],"properties.":[164],"Further,":[165],"introduces":[167],"joint":[169],"convolution":[170],"attention":[172],"mechanism":[173],"intricate":[176],"relationships":[178],"multiple":[180],"perspectives.":[181],"Extensive":[182],"experiments":[183],"conducted":[184],"four":[186],"real-world":[187],"datasets":[188],"demonstrate":[189],"remarkable":[193],"fast":[194],"adaptability":[195],"outperforms":[197],"other":[198],"state-of-the-art":[199],"methods":[200],"significant":[203],"margin.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
