Sistem Pendukung Keputusan untuk Subsidi Biaya Perbaikan Kerusakan Kontainer Menggunakan Naive Bayes

Agung Prakesakwa; Adhe Suryani; Rendra Gustriansyah

doi:10.14710/jtsiskom.7.3.2019.%p

Sistem Pendukung Keputusan untuk Subsidi Biaya Perbaikan Kerusakan Kontainer Menggunakan Naive Bayes

Decision Support System for Subsidizing the Cost of Containers Damage Repair Using Naive Bayes

Agung Prakesakwa - Department of Informatics, Indo Global Mandiri University, Indonesia

Adhe Suryani - Department of Informatics, Indo Global Mandiri University, Indonesia

*Rendra Gustriansyah - Department of Informatics, Indo Global Mandiri University, Indonesia

Received: 13 Dec 2018; Revised: 17 Feb 2019; Accepted: 26 Jul 2019; Published: 31 Jul 2019; Available online: 4 Aug 2019.

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Article Info

Section: Articles

Language: ID

DOI: 10.14710/jtsiskom.7.3.2019.%p

In Volume 7, Issue 3, Year 2019 (July 2019)

Statistics: 293

Abstract

During the process of using containers by the importer, the shipping company as the owner of the container is often faced with the problem of those who must be responsible for handling containers that are damaged when shipping goods. This study examines the application of the Naïve Bayes method to help the container owner to make a decision in analyzing each case of objection from the importer. The analysis was carried out for each objection case submitted by the importer regarding subsidizing the cost of repairs to be given a FREE or PAID decision by considering 4 factors, which are the damaging side, the damage, the type of damage, and the cost of repairs. From 48 datasets collected and analyzed, the decision has an accuracy rate of success of 63.3% in subsidizing of container repair costs.

Keywords

container damage; costing DCS; naive bayes; shipping compan

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Published by: Department of Computer Engineering, Faculty of Engineering, Universitas Diponegoro

Sponsored by: Indonesian Association of Higher Education in Informatics and Computing (APTIKOM)

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Jurnal Teknologi dan Sistem Komputer (e-ISSN: 2338-0403, p-ISSN: 2620-4002) is published by Department of Computer Engineering, Faculty of Engineering, Universitas Diponegoro under Creative Commons Attribution-ShareAlike 4.0 International License.