Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/93939
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dc.contributorDepartment of Logistics and Maritime Studiesen_US
dc.creatorYan, Ren_US
dc.creatorWang, Sen_US
dc.creatorPeng, Cen_US
dc.date.accessioned2022-08-03T08:48:54Z-
dc.date.available2022-08-03T08:48:54Z-
dc.identifier.issn0308-8839en_US
dc.identifier.urihttp://hdl.handle.net/10397/93939-
dc.language.isoenen_US
dc.publisherRoutledge, Taylor & Francis Groupen_US
dc.rights© 2021 Informa UK Limited, trading as Taylor & Francis Groupen_US
dc.rightsThis is an Accepted Manuscript of an article published by Taylor & Francis in Maritime Policy and Management on 29 Mar 2021 (published online), available at: http://www.tandfonline.com/10.1080/03088839.2021.1889067en_US
dc.subjectMachine learning in maritime transportationen_US
dc.subjectPort state controlen_US
dc.subjectShip deficiencyen_US
dc.subjectShip detentionen_US
dc.subjectShip selectionen_US
dc.titleShip selection in port state control : status and perspectivesen_US
dc.typeJournal/Magazine Articleen_US
dc.identifier.spage600en_US
dc.identifier.epage615en_US
dc.identifier.volume49en_US
dc.identifier.issue4en_US
dc.identifier.doi10.1080/03088839.2021.1889067en_US
dcterms.abstractPort state control (PSC) inspection acts as a safeguard against maritime accidents and marine environment pollution. Due to limited inspection resources and high inspection costs, port states can only select substandard ships with high risk for inspection. Therefore, efficient and accurate identification of substandard ships is important. This study reviews the current ship selection methods used in different ports and proposed in the existing literature, then discusses their advantages and disadvantages. Based on this review, a combined model for ship risk prediction considering ship deficiencies and detention is developed and validated in this study. Reasonable and comprehensive comparisons of the proposed combined model and the current ship selection method at the Port of Hong Kong are conducted. The comparison results provide managerial insights and suggestions for Memorandum of Understandings (MoUs). This study is the first to review the ship selection methods implemented in port states and proposed in the PSC inspection literature. It is also the first study to combine the number of ship deficiencies and the probability of detention in a unified model to calculate ship risk. This study is valuable for improving the efficiency of ship selection in MoUs and thus protecting maritime transport.en_US
dcterms.accessRightsopen accessen_US
dcterms.bibliographicCitationMaritime policy and management, 2022, v. 49, no. 4, p. 600-615en_US
dcterms.isPartOfMaritime policy and managementen_US
dcterms.issued2022-
dc.identifier.scopus2-s2.0-85103373446-
dc.identifier.eissn1464-5254en_US
dc.description.validate202208 bckwen_US
dc.description.oaAccepted Manuscripten_US
dc.identifier.FolderNumberLMS-0080-
dc.description.fundingSourceSelf-fundeden_US
dc.description.pubStatusPublisheden_US
dc.identifier.OPUS54001098-
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