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Journal : Jurnal Ilmiah Betrik : Besemah Teknologi Informasi dan Komputer

KOMPARASI ALGORITMA K-MEANS DAN FARTHEST FIRST DALAM PENGELOMPOKKAN HASIL PRODUKSI TANGKAP IKAN Mayang Utami; Diana
JURNAL ILMIAH BETRIK Vol. 14 No. 03 DESEMBER (2023): JURNAL ILMIAH BETRIK : Besemah Teknologi Informasi dan Komputer
Publisher : P3M Institut Teknologi Pagar Alam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36050/betrik.v14i03 DESEMBER.164

Abstract

This research aims to group (clustering) fish catches using the k-means and farthest first algorithms. Therefore, this research can help provide information about what types of fish are superior, what types of fish produce the most and the least fish production, to make it easier for fishermen to prepare for the next fishing catch. Data taken from the Muara Enim district fisheries service. The Muara Enim district fisheries service has a fisheries service program, one of which is the capture fisheries development program where research is carried out on the type of fish production produced. As for the distribution of capture fisheries, the types of water areas are rivers, swamps and lakes. The cluster results from the k-means algorithm are C0 consisting of jelawat, sepat siam and lele, C1 consisting of baung putih, lais and betok, while C2 consists of mujair, toman, patin, seluang and gabus. Meanwhile, the farthest first algorithm C0 consists of mujair, toman, patin, seluang, gabus, and lele, C1 consists of jelawat and sepat siam, C2 consists of baung putih, lais, and betok. The results of production based on the number of production from the k-means method are that the highest production consists of jelawat, sepat siam and lele, medium consists of baung putih, lais and betok, and low consists of mujair, toman, patin, seluang and gabus, while the highest production farthest first algorithm consists of mujair, toman, patin, seluang, gabus, and lele, medium consists of jelawat and sepat siam, low consists of baung putih, lais, and betok. With an execution time for the k-means algorithm of 0.01 seconds and the farthest first algorithm of 0 seconds.
Co-Authors ., Wahyunita Abdillah Abdullah Idi Adi Yatma Afifah, Ni'mah Afni Mulyasari Agus Syaiful Umar Ahmad Husni Lubis Ainur Rosyidah Kusuma Aisyah Durrotun Nafisah Akhmad Riadi Alda, Mareta Karunia Alfarisy, M Ali Fikri Ali Formen Alpata, Ahmad Rudi Ananda Yuliawati Andrio Antika, Lucky Lindu Ari Wiryansyah, Oscar Ari, Sahrul Arief, Teuku Ona Artha Prabawa Aryo Pinandito Asmadewi Augustia, Venitalitya A. S. Aulia, Yulianti Bimantara, Shandy Aditya Binantari, Dhiana Bona Dwiramajaya Hartoyo Budi, Amalia Tyas Bunga Eka Dhe Ana Chaira Saidah Yusrie Charfadz, Naufal Cut Ulfa Miranda david DENI SETIAWAN Denis Oktaviana Dewi ANGGRAENI Dhini Sesi Yarrini Dian Dian Priharja Putri Dian Rahayu Dinina Dzawin Najah Dwita Deslianti Edi Waluyo ENDANG MUTIAWATI, ENDANG Ernawati Evi Deviyana Fajar Pradana Fatwa, T Reza Fina Diantasari Fitri Yani Hakiki, Nurul Handayani, Ita Kris Hardiyani, Ita Kris Hartono Hartono Hartono Hartono Haryati, Dewi Helnita Henry Kurnia Setiawan Hersa Farida Qoriani Hidayah Nur Sa'bani, Aliatul HIDAYAH, ANISA NUR Ifa Puspasari Ihwanah, Al Iin Maulina Imaro Sidqi Imran Ira Puspitasari Jihan Fita Nabila Joko Sutarto Juli Arihta Karoma, Karoma Kartanti, Maya Kemal N. Siregar Khafizh Rosyidi Khairuman Khotimah, Nur Kurniawati Sugiyo Pranoto, Yuli Kustiono Kusuma, Dodi Angga Laura Lemiyana Lestariyanti Liftiah Liftiah Liftiah Lilis Mariati Lina Liza Mutia Lusi M. Ibnu Ashari. R Mafruhatus Malena, Yeyen Marhalim Mayang Utami Meidias Abror Wicaksono Muhammad Husni Rifqo Muhammad Rifai Mushodiqoh, Siti Mutahanah Nafiah, Isma Nasikhatin Nailah Nayotama, Brian Neneng Tasu’ah, Neneng Nila Angita Nur Janah, Risti Nurdiana A Nurdin, Ambia Nurmalasari Oky Fardian Pahrizal Popy Yuniar Purnama, Intan Puspita, Fira Rahayi, Dian Rahwati, Rika Ramadhani, Rizky Pratama Rini Puji Astuti Risna Rizki Akbar, Rizki Rizky Amalia Robinson Rosmawati Rossiana Br Ginting Rowimatul Rusli, Ris’an Saifuddin sanjaya, fedo saputra, aan Sarah Br Ginting Sastia H Wibowo Satmah Rahmai Noviyanti Satria Prayudi satria wiguna Selvianti Setiariksa, Nurul Sjarlis, Sylvia Sony Zulfikasari, Sony Sry Eninta Sultan, M. Salim Suprianik Suratmi Suratmi, Suratmi Surianti Susilawati Tasu’ah, Neneng Tias Martika Tony Honkley Tuminah Tuminah Uni Haryanti, Dwi Usran Masahere Wafiq Nur Azizah Wahyu Hidayat Welia Sigalingging Yahdi Qolbi Yuli Kurniawati Sugiyo Pranoto Yuli Kurniawati Sugiyo Pranoto, Yuli Kurniawati Sugiyo Yulia Darmi Yuliana, Enny Yuniarti Yusuf Abdullah