Türk Denizcilik ve Deniz Bilimleri Dergisi

Yazarlar: Ahmet KARABACAK, Burak KÖSEOĞLU

Konular:Mühendislik, Ortak Disiplinler

DOI:10.52998/trjmms.789498

Anahtar Kelimeler:Data Mining,Turkish Territorial Waters,Marine Accidents,Marine Safety,Association Rule

Özet: Maritime transportation which mediates the transmission of major part of the world’s trading volume is a type of transportation with high probability of encountering dangerous situations due to the instability of its conditions. In the past years, it became clear that the even smallest negativity caused perilous results. Thus, accurate implementation and evaluation of sea accident analysis is important to establish a policy for developing preventive measures and increasing awareness by determining the reason of accident. Analysis of sea accidents forms the fundamental subject of the study with data mining method which allow us to make estimated aand definitive interpretations with computer programs by accessing significant information within large data stacks. In this study sea accidents occurring in Turkish territorial waters have been reviewed. In this context, the purpose of the study consists of determining which factors conduct together in sea accidents by association rule which is one of analysis methods of datamining. As a result of analysis, it has been determined that ship’s loading condition, existence of maritime pilot in the ship, conditions of equipments such as bow thruster and quarterdeck thruster, ship flag and type and meteorological elements have been effective factors on the subject.

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