{"id":"https://openalex.org/W4407467060","doi":"https://doi.org/10.1109/iccvit63928.2024.10872512","title":"A Sequence-to-Sequence Based Muti-Semantic Network with Attention for Long-Term Vessel Trajectory Prediction","display_name":"A Sequence-to-Sequence Based Muti-Semantic Network with Attention for Long-Term Vessel Trajectory Prediction","publication_year":2024,"publication_date":"2024-11-24","ids":{"openalex":"https://openalex.org/W4407467060","doi":"https://doi.org/10.1109/iccvit63928.2024.10872512"},"language":"en","primary_location":{"id":"doi:10.1109/iccvit63928.2024.10872512","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvit63928.2024.10872512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Computer, Vision and Intelligent Technology (ICCVIT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101277822","display_name":"Jinxu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinxu Zhang","raw_affiliation_strings":["Shanghai Maritime University,College of Information Engineering,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Maritime University,College of Information Engineering,Shanghai,China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642607","display_name":"Jin Liu","orcid":"https://orcid.org/0000-0001-7249-698X"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Liu","raw_affiliation_strings":["Shanghai Maritime University,College of Information Engineering,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Maritime University,College of Information Engineering,Shanghai,China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tengbo Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tengbo Lin","raw_affiliation_strings":["Shanghai Maritime University,College of Information Engineering,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Maritime University,College of Information Engineering,Shanghai,China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031668549","display_name":"Wenjuan Dai","orcid":"https://orcid.org/0009-0000-2772-5106"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenjuan Dai","raw_affiliation_strings":["MNR,Key Laboratory of Marine Ecological Monitoring and Restoration Technologies,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MNR,Key Laboratory of Marine Ecological Monitoring and Restoration Technologies,Shanghai,China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0017,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80126743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9699000120162964,"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":0.9699000120162964,"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/T11622","display_name":"Maritime Navigation and Safety","score":0.9593999981880188,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9420999884605408,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/trajectory","display_name":"Trajectory","score":0.7764173746109009},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.7280479669570923},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6946901082992554},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6808450222015381},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5178792476654053},{"id":"https://openalex.org/keywords/long-term-prediction","display_name":"Long-term prediction","score":0.426643043756485}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7764173746109009},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.7280479669570923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6946901082992554},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6808450222015381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5178792476654053},{"id":"https://openalex.org/C2776537626","wikidata":"https://www.wikidata.org/wiki/Q4047883","display_name":"Long-term prediction","level":2,"score":0.426643043756485},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccvit63928.2024.10872512","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvit63928.2024.10872512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Computer, Vision and Intelligent Technology (ICCVIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1923211482","https://openalex.org/W2063666345","https://openalex.org/W2743711613","https://openalex.org/W3016826426","https://openalex.org/W3039393636","https://openalex.org/W3096463561","https://openalex.org/W3109182714","https://openalex.org/W3128196514","https://openalex.org/W3174398482","https://openalex.org/W4206338773","https://openalex.org/W4281261483","https://openalex.org/W4307953702","https://openalex.org/W4312902336","https://openalex.org/W4319998055","https://openalex.org/W4380478944","https://openalex.org/W4380841288","https://openalex.org/W4386763345","https://openalex.org/W4387012192","https://openalex.org/W4393123820","https://openalex.org/W4396982286"],"related_works":["https://openalex.org/W4323768008","https://openalex.org/W1941703695","https://openalex.org/W4401082298","https://openalex.org/W2125784081","https://openalex.org/W4226346536","https://openalex.org/W4406504222","https://openalex.org/W2575223333","https://openalex.org/W4404088018","https://openalex.org/W2990285450","https://openalex.org/W757796128"],"abstract_inverted_index":{"Forecasting":[0],"ship":[1,50,118],"trajectories":[2],"is":[3,57],"essential":[4],"for":[5,120],"ensuring":[6],"the":[7,134],"safety":[8],"and":[9,42,66,139,154],"efficiency":[10],"of":[11,16],"maritime":[12],"operations.":[13],"The":[14,97,145],"evolution":[15],"deep":[17],"learning":[18],"has":[19],"enabled":[20],"using":[21],"AIS":[22,129],"(Automatic":[23],"Identification":[24],"System)":[25],"data":[26,130],"to":[27,45,106],"predict":[28],"vessel":[29,80],"paths":[30],"effectively.":[31],"However,":[32],"current":[33],"approaches":[34],"rely":[35],"solely":[36],"on":[37],"a":[38,53,75,89,113],"ship's":[39,54],"latitude,":[40],"longitude,":[41],"heading,":[43],"leading":[44],"inaccuracies":[46],"when":[47],"forecasting":[48],"diverse":[49],"types.":[51],"Additionally,":[52],"sailing":[55],"range":[56],"influenced":[58],"by":[59],"factors":[60],"like":[61],"endurance,":[62],"fuel":[63],"capacity,":[64],"tides,":[65],"crew":[67],"routines.":[68],"To":[69,123],"tackle":[70],"these":[71],"challenges,":[72],"we":[73,127],"introduce":[74,112],"new":[76],"Sequence-to-Sequence":[77],"based":[78],"long-term":[79],"trajectory":[81,121],"prediction":[82],"network,":[83],"named":[84],"S2S-MSA.":[85],"This":[86],"model":[87],"features":[88],"multi-semantic":[90,114],"encoder-decoder":[91],"architecture":[92],"with":[93,142],"an":[94],"attention":[95],"mechanism.":[96],"encoder":[98],"translates":[99],"voyage":[100],"details":[101],"into":[102],"enriched":[103],"latent":[104],"vectors":[105],"capture":[107],"navigational":[108],"characteristics.":[109],"We":[110],"also":[111],"decoder":[115],"that":[116,148],"considers":[117],"type":[119],"forecasting.":[122],"assess":[124],"S2S-MSA's":[125],"performance,":[126],"use":[128],"from":[131],"ships":[132],"in":[133,151],"southern":[135],"Yangtze":[136],"River":[137],"estuary":[138],"compare":[140],"it":[141],"other":[143],"models.":[144],"outcomes":[146],"show":[147],"S2S-MSA":[149],"excels":[150],"both":[152],"quantitative":[153],"qualitative":[155],"metrics.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}