{"id":"https://openalex.org/W4407601603","doi":"https://doi.org/10.1145/3709026.3709033","title":"Two-Stream Spatial-Temporal Attention Network for Inland Multi-Bridge Waterway Traffic Prediction","display_name":"Two-Stream Spatial-Temporal Attention Network for Inland Multi-Bridge Waterway Traffic Prediction","publication_year":2024,"publication_date":"2024-12-06","ids":{"openalex":"https://openalex.org/W4407601603","doi":"https://doi.org/10.1145/3709026.3709033"},"language":"en","primary_location":{"id":"doi:10.1145/3709026.3709033","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3709026.3709033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Computer Science and Artificial Intelligence","raw_type":"proceedings-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/A5015228363","display_name":"J. Ren J. Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I158108717","display_name":"China National Offshore Oil Corporation (China)","ror":"https://ror.org/054dq0621","country_code":"CN","type":"company","lineage":["https://openalex.org/I158108717"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinsong Ren","raw_affiliation_strings":["Offshore Oil Engineering Co., Ltd (COOEC), TianJin, China"],"raw_orcid":"https://orcid.org/0009-0000-7695-8328","affiliations":[{"raw_affiliation_string":"Offshore Oil Engineering Co., Ltd (COOEC), TianJin, China","institution_ids":["https://openalex.org/I158108717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029282735","display_name":"Z M Li","orcid":null},"institutions":[{"id":"https://openalex.org/I158108717","display_name":"China National Offshore Oil Corporation (China)","ror":"https://ror.org/054dq0621","country_code":"CN","type":"company","lineage":["https://openalex.org/I158108717"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyuan Li","raw_affiliation_strings":["Offshore Oil Engineering Co., Ltd (COOEC), TianJin, ( 86 ) CHINA, China"],"raw_orcid":"https://orcid.org/0009-0005-9220-0206","affiliations":[{"raw_affiliation_string":"Offshore Oil Engineering Co., Ltd (COOEC), TianJin, ( 86 ) CHINA, China","institution_ids":["https://openalex.org/I158108717"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Song Zhang","orcid":"https://orcid.org/0009-0000-6527-9653"},"institutions":[{"id":"https://openalex.org/I158108717","display_name":"China National Offshore Oil Corporation (China)","ror":"https://ror.org/054dq0621","country_code":"CN","type":"company","lineage":["https://openalex.org/I158108717"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Zhang","raw_affiliation_strings":["Offshore Oil Engineering Co., Ltd (COOEC), TianJin, China"],"raw_orcid":"https://orcid.org/0009-0000-6527-9653","affiliations":[{"raw_affiliation_string":"Offshore Oil Engineering Co., Ltd (COOEC), TianJin, China","institution_ids":["https://openalex.org/I158108717"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaodong Ji","orcid":"https://orcid.org/0009-0003-6316-4862"},"institutions":[{"id":"https://openalex.org/I158108717","display_name":"China National Offshore Oil Corporation (China)","ror":"https://ror.org/054dq0621","country_code":"CN","type":"company","lineage":["https://openalex.org/I158108717"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Ji","raw_affiliation_strings":["Offshore Oil Engineering Co., Ltd (COOEC), TianJin, China"],"raw_orcid":"https://orcid.org/0009-0003-6316-4862","affiliations":[{"raw_affiliation_string":"Offshore Oil Engineering Co., Ltd (COOEC), TianJin, China","institution_ids":["https://openalex.org/I158108717"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zitong Wang","orcid":"https://orcid.org/0009-0008-3921-5515"},"institutions":[{"id":"https://openalex.org/I158108717","display_name":"China National Offshore Oil Corporation (China)","ror":"https://ror.org/054dq0621","country_code":"CN","type":"company","lineage":["https://openalex.org/I158108717"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zitong Wang","raw_affiliation_strings":["China National Offshore Oil Corporation(CNOOC), TianJin, China"],"raw_orcid":"https://orcid.org/0009-0008-3921-5515","affiliations":[{"raw_affiliation_string":"China National Offshore Oil Corporation(CNOOC), TianJin, China","institution_ids":["https://openalex.org/I158108717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015228363"],"corresponding_institution_ids":["https://openalex.org/I158108717"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28539696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"285"},"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":0.9908999800682068,"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/T11622","display_name":"Maritime Navigation and Safety","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/bridge","display_name":"Bridge (graph theory)","score":0.6603941917419434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.591232180595398},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.42829203605651855},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4118198752403259},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3601455092430115},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15172475576400757}],"concepts":[{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6603941917419434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.591232180595398},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.42829203605651855},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4118198752403259},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3601455092430115},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15172475576400757},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3709026.3709033","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3709026.3709033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Computer Science and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2069929199","https://openalex.org/W2145039203","https://openalex.org/W2166901389","https://openalex.org/W2613322775","https://openalex.org/W2624190409","https://openalex.org/W2788416615","https://openalex.org/W2900125276","https://openalex.org/W2901838776","https://openalex.org/W2904128228","https://openalex.org/W2921685418","https://openalex.org/W2962790412","https://openalex.org/W2964845893","https://openalex.org/W3032916997","https://openalex.org/W3033172001","https://openalex.org/W3035338169","https://openalex.org/W4237354932"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W1501776718","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2615136228","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Ship":[0],"traffic":[1,57,60,78],"volume":[2],"reflects":[3],"inland":[4,14,54],"river":[5],"waterway's":[6],"busyness":[7],"and":[8,36,72,80,93],"safety.":[9],"Accurate":[10],"prediction":[11],"aids":[12],"China's":[13],"marine":[15],"equipment":[16],"industry":[17],"in":[18,42],"consignment,":[19],"enabling":[20],"departments":[21],"to":[22,76,96],"arrange":[23],"resources":[24],"for":[25,53],"smooth":[26],"shipping.":[27],"However,":[28],"existing":[29,97],"methods":[30],"oversimplify,":[31],"ignoring":[32],"waterway":[33,56,65],"facility":[34],"diversity":[35],"only":[37],"considering":[38,59],"temporal":[39],"correlation,":[40],"resulting":[41],"low":[43],"accuracy.":[44],"We":[45,62],"propose":[46],"a":[47,69,74],"two-stream":[48],"spatial-temporal":[49],"attention":[50],"network":[51,75],"(TS-STAN)":[52],"multi-bridge":[55],"prediction,":[58],"speed.":[61],"subdivide":[63],"the":[64],"into":[66],"regions,":[67],"build":[68],"spatiotemporal":[70],"matrix,":[71],"design":[73],"learn":[77],"characteristics":[79],"correlations.":[81],"Our":[82],"TS-STAN":[83],"model,":[84],"tested":[85],"on":[86],"Yangtze":[87],"River":[88],"data,":[89],"achieves":[90],"lower":[91],"MAE":[92],"RMSE":[94],"compared":[95],"studies.":[98]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
