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All Journal Jurnal Aplikasi Pelayaran dan Kepelabuhanan Jurnal Ekonomi, Teknologi dan Bisnis JPMP Riwayat: Educational Journal of History and Humanities
Akhmad, Ekka Pujo Ariesanto
Program Studi Manajemen Pelabuhan Dan Logistik Maritim, Fakultas Vokasi Pelayaran, Universitas Hang Tuah
Humanities Astronomy Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mechanical Engineering Medicine & Pharmacology Social Sciences Transportation

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Clustering Captured Fish Exports with Fuzzy C-Means Akhmad, Ekka Pujo Ariesanto; Priyono, Budi
Riwayat: Educational Journal of History and Humanities Vol 8, No 1 (2025): Januari, Special Issue on "Educational design research for human beings learning
Publisher : Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/jr.v8i1.43962

Abstract

By export destination country group, data on Indonesia's fresh/chilled captured fish exports are collated and tabulated. Nevertheless, export amounts have not been separated in the table of fresh/chilled fish exports. The clustering method will be used to tackle the fresh/chilled fish export data clustering problem. This study is to investigate the use of partition-based clustering, namely Fuzzy C-Means (FCM), to assess export data of caught fish from the primary destination nations using machine learning. The Buletin Statistik Perdagangan Luar Negeri Ekspor Menurut Kelompok Komoditi dan Negara, October 2023 is where the research's data came from. The research variables in this study, which comprise net weight of products (kg) and FOB (free on board) value, are based on data collected between 2022 and 2023. Following a cluster analysis, two clusters are produced: one for high export levels and another for medium or low export levels.
Co-Authors Budi Priyono Dharmawan, Kukuh Aditya Hidayat, Sapit HUSNA, IMROATUL Latue, Shilsilia Lazaro Prawirosastro, Carlos Maulana, Ajhar Mursidi Nanda, Mochammad Prawirosastro, Carlos Lazaro Purwiyanto, Didik Rumlus, Wisnu Sepfani, Ade Putri Sudirman Sudirman Toto Dwi Jaya Saputra Vernandy, Anggy Ryo Wahyu Mas Izudin, Ahmad Widhi Yanti, Dyah Agustin