{"id":"https://openalex.org/W3045477010","doi":"https://doi.org/10.38121/kpea.2020.06.36.2.53","title":"Forecasting the Container Volumes of Busan Port using LSTM","display_name":"Forecasting the Container Volumes of Busan Port using LSTM","publication_year":2020,"publication_date":"2020-06-30","ids":{"openalex":"https://openalex.org/W3045477010","doi":"https://doi.org/10.38121/kpea.2020.06.36.2.53","mag":"3045477010"},"language":"en","primary_location":{"id":"doi:10.38121/kpea.2020.06.36.2.53","doi":"https://doi.org/10.38121/kpea.2020.06.36.2.53","is_oa":false,"landing_page_url":"https://doi.org/10.38121/kpea.2020.06.36.2.53","pdf_url":null,"source":{"id":"https://openalex.org/S4306496545","display_name":"\ud55c\uad6d\ud56d\ub9cc\uacbd\uc81c\ud559\ud68c\uc9c0","issn_l":"1225-3855","issn":["1225-3855","2714-1330"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["kci-registered"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Korea Port Economic Association","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5041741349","display_name":"Kim Doo-hwan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Doo-hwan Kim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5080311926","display_name":"Kang-Bae Lee","orcid":"https://orcid.org/0000-0001-6384-4268","observed_orcids":["https://orcid.org/0000-0001-6384-4268"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kangbae Lee","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.759,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.72034686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"36","issue":"2","first_page":"53","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11223","display_name":"Maritime Ports and Logistics","score":0.9467999935150146,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T11223","display_name":"Maritime Ports and Logistics","score":0.9467999935150146,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11918","display_name":"Forecasting Techniques and Applications","score":0.0340999998152256,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.005900000222027302,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/busan-port","display_name":"Busan Port","score":0.9919999837875366},{"id":"https://openalex.org/keywords/lstm","display_name":"LSTM","score":0.6660000085830688},{"id":"https://openalex.org/keywords/sarima-model","display_name":"SARIMA","score":0.9229999780654907},{"id":"https://openalex.org/keywords/maritime-logistics","display_name":"maritime logistics","score":0.5889999866485596},{"id":"https://openalex.org/keywords/time-series-forecasting","display_name":"time series forecasting","score":0.6859999895095825},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.5759999752044678}],"concepts":[{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.7736067771911621},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.729926586151123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6000407338142395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5219918489456177},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15568047761917114},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.06274604797363281},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.05368691682815552}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.38121/kpea.2020.06.36.2.53","doi":"https://doi.org/10.38121/kpea.2020.06.36.2.53","is_oa":false,"landing_page_url":"https://doi.org/10.38121/kpea.2020.06.36.2.53","pdf_url":null,"source":{"id":"https://openalex.org/S4306496545","display_name":"\ud55c\uad6d\ud56d\ub9cc\uacbd\uc81c\ud559\ud68c\uc9c0","issn_l":"1225-3855","issn":["1225-3855","2714-1330"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["kci-registered"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Korea Port Economic Association","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7128005487","https://openalex.org/W7035357502","https://openalex.org/W2770988414","https://openalex.org/W3209884898","https://openalex.org/W2141767085","https://openalex.org/W1536383132","https://openalex.org/W3212854933","https://openalex.org/W7033426510","https://openalex.org/W1993729148","https://openalex.org/W4221106787"],"abstract_inverted_index":{"\ud574\uc6b4\ud56d\ub9cc\ubb3c\ub958\uc0b0\uc5c5\uc740":[0],"\uc138\uacc4":[1],"\uacbd\uc81c\ud65c\ub3d9\uacfc":[2],"\ubc00\uc811\ud55c":[3],"\uad00\uacc4\ub97c":[4],"\uac00\uc9c0\uace0":[5],"\uc788\uc73c\uba70,":[6,26],"\ud2b9\ud788":[7],"\ubb34\uc5ed\uc758\uc874\ub3c4\uac00":[8],"\ub192\uc740":[9,45],"\uc6b0\ub9ac\ub098\ub77c\uc758":[10],"\ud56d\ub9cc":[11,34,37],"\uc2dc\uc124\uc740":[12],"\uc911\uc694\ud55c":[13],"\uc0ac\ud68c\uac04\uc811\uc790\ubcf8\uc2dc\uc124\uc774\ub2e4.":[14],"\ubd80\uc0b0\ud56d\uc740":[15],"\uc6b0\ub9ac\ub098\ub77c":[16,19],"\ucd5c\ub300\uc758":[17],"\ud56d\ub9cc\uc73c\ub85c":[18],"\ucee8\ud14c\uc774\ub108":[20,46,69,81],"\uc6b4\uc1a1\uc758":[21],"75%\uac00":[22],"\ubd80\uc0b0\ud56d\uc744":[23],"\ud1b5\ud574":[24],"\uc6b4\uc1a1\ub418\uace0":[25],"\uad6d\uac00":[27],"\uacbd\uc7c1\ub825":[28],"\uce21\uba74\uc5d0\uc11c":[29],"\uadf8":[30,95],"\uc911\uc694\uc131\uc740":[31],"\ub9e4\uc6b0":[32],"\ud06c\ub2e4.":[33],"\ubb3c\ub3d9\ub7c9":[35,47,70],"\uc608\uce21\uc740":[36,48],"\uac1c\ubc1c":[38],"\ubc0f":[39],"\uc6b4\uc601":[40],"\uc804\ub7b5\uc5d0":[41],"\uc601\ud5a5\uc744":[42],"\ubbf8\uce58\uba70,":[43],"\uc815\ud655\ub3c4":[44,62,72],"\ud544\uc218\uc801\uc774\ub2e4.":[49],"\ud558\uc9c0\ub9cc":[50],"\uc624\ub298\ub0a0":[51],"\ud574\uc6b4\ud56d\ub9cc\ubb3c\ub958\uc0b0\uc5c5":[52],"\ud658\uacbd\uc758":[53],"\uae09\uaca9\ud55c":[54],"\ubcc0\ud654\ub85c":[55],"\uc778\ud574":[56],"\uae30\uc874":[57],"\uc2dc\uacc4\uc5f4":[58],"\uc608\uce21":[59,61,71,92,101],"\ubc29\ubc95\uc73c\ub85c\ub294":[60],"\ud5a5\uc0c1\uc5d0":[63],"\uc5b4\ub824\uc6c0\uc774":[64],"\uc788\ub2e4.":[65],"\ubcf8":[66],"\uc5f0\uad6c\uc5d0\uc11c\ub294":[67],"\ubd80\uc0b0\ud56d":[68],"\ud5a5\uc0c1\uc744":[73],"\uc704\ud574":[74],"\ub525\ub7ec\ub2dd":[75],"\ubaa8\ud615":[76],"\uc911":[77],"LSTM":[78,90,97],"\ubaa8\ud615\uc744":[79],"\ud65c\uc6a9\ud558\uc5ec":[80],"\ubb3c\ub3d9\ub7c9\uc744":[82],"\uc608\uce21\ud55c\ub2e4.":[83],"\ubaa8\ud615\uc758":[84,91],"\uc131\ub2a5":[85],"\ud3c9\uac00\ub97c":[86],"\uc704\ud574\uc11c":[87],"SARIMA":[88,99],"\ubaa8\ud615\uacfc":[89],"\uc815\ud655\ub3c4\ub97c":[93],"\ube44\uad50\ud55c\ub2e4.":[94],"\uacb0\uacfc":[96],"\ubaa8\ud615\uc774":[98],"\ubaa8\ud615\ubcf4\ub2e4":[100],"\uc815\ud655\ub3c4\uac00":[102],"\ub192\uac8c":[103],"\ub098\ud0c0\ub0ac\uc73c\uba70,":[104],"\uc608\uce21\uce58\uac00":[105],"\uc2e4\uce21\uce58\uc758":[106],"\ud2b9\uc131\uc744":[107],"\ubc18\uc601\ud558\uc5ec":[108],"\uc798":[109],"\ub098\ud0c0\ub098\uace0":[110],"\uc788\uc74c\uc744":[111],"\ud655\uc778\ud558\uc600\ub2e4.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-07-29T00:00:00"}
