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Am, Andri Nofiar
Politeknik Kampar
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Journal : SINTECH (Science and Information Technology) Journal

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Implementasi K-Medoids Clustering Dalam Pengelompokkan Harga 8 Jenis Minyak Goreng Nasari, Fina; Am, Andri Nofiar
SINTECH (Science and Information Technology) Journal Vol. 6 No. 3 (2023): SINTECH Journal Edition December 2023
Publisher : Prahasta Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31598/sintechjournal.v6i3.1419

Abstract

In everyday life, cooking oil has become a necessity with international sales prices varying depending on the quality and type. The types of cooking oil sold in the international market are very diverse, including coconut, olive, palm kernel oil, palm oil, peanuts, rapeseed, soybeans and sunflower. Therefore, it is necessary to group data on selling prices of cooking oil on the international market to get the best grouping of cooking oil. The data used in this research is historical price data of 8 edible oils kaggle August 1992 to July 2022. Data grouping in this research uses the k-medoids algorithm. The k-medoids algorithm produces a more balanced group, better performance and accuracy than other algorithms. The aim of this research is that the k-medoids algorithm is able to group cooking oil price data into 4 group models, namely group models 2, 3, 4 and 5 and obtain the best group model based on the dbi value. The research results showed that the cooking oil price data was successfully grouped into group 2, 3, 4 and 5 models with the best group based on the lowest dbi performance value being the group 2 model with a dbi value of 0,000 and olive oil being the cooking oil with the highest price in the world while 7 types other cooking oils have more or less the same price (in the same price group).
Co-Authors Ade Kurniawan Ade Syefira Rizky Agung Pramono Agung Pramono, Agung Alfarizi Siregar , Matjen ANGGARA, YOGI Anggy Trisnadoli Antoni Pribadi Antoni Pribadi Ardiansyah Hamid A’yuniyah, Qurotul Baehaqi Belia Afifah Bustami Bustami Bustami Custer, Johny Dini Amalia Putri Dzulhijjah Yetti Elvi Rahmi Febrianton, Adi Fenty Kurnia Oktorina Fenty Oktorina Fikri , M. Hayatul Fina Nasari Fitri Fitri Fitri Fitri Fitri Fitri, Nadila Gusrialni habibie, indra hafid, Burhan Hanim Inayati Hardiyanto Hardiyanto Harmi Yelm Harmi Yelmi Indra Habibi Indra Habibie Jazman, Muhammad Kamila, Muthia Kurnia, Dedi Larbiel Hadi M. Alkadri Perdana M. Rukhsah Mahdiawan Nurkholifah Merlia Rahma Yani Merlia Rahmayani Muhammad Arif Muhammad Ridwan Nasution, Lukman Hakim Nazira, Nanda Niken Ellani Patitis Nofrifaldi Nur Asma Deli Nurbit Nurbit Nurfitriani, Desi Nurkholis Nurkholis Nurkholis Nurkholis Nurkholis Nurkholis Nurkholis Oby, Muhammad Perdana, M Alkadri Perdana, M. Alkadari Perdana, M. Alkadri Perdana, M.Alkadri Pribadi, Antoni PUTRI, DINI AMALIA Putri, Indah Purnama Putri, Tara Liana Ramadhani Rahmad Akbar Rahmad Akbar Rahmadani, Desvita Rasihen, Yogy Rifqi Muhammad Rika Aryati Rukhshah, Muhammad Safitri, Mulya Santri Utami ms Sarjon Defit Sepdu Dehiya, Yogi Silalahi, Anita Rahayu Siti Rahayu Slamet Triyanto Sumijan Sumijan Tasia, Ena Tri Kurniaty Wahyu Triyono, Wahyu Yedi Sispurwanto Zulfikar