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Journal : Journal of Information Systems and Informatics

Manhattan Metric Technique in K-Means Clustering for Data Grouping Sari, Mila; Armansyah, Armansyah
Journal of Information System and Informatics Vol 6 No 3 (2024): September
Publisher : Universitas Bina Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51519/journalisi.v6i3.841

Abstract

Clustering can be defined as a method commonly applied in data mining to group objects into clusters. Clusters consist of data objects that are similar to each other in a group but different from objects in other clusters. In this study, the data used is the data of KIP scholarship recipients for the 2016-2023 period. Various clustering metric measurement techniques have been frequently used by researchers, especially those focusing on distance and similarity metrics, such as Euclidean Distance, Manhattan, and Minkowski. In general, K-Means is an unsupervised learning method used in the clustering process to group data based on similarity. The elbow method is used to determine the optimal number of clusters, so that the clustering results obtained can be maximized to achieve better results. This study aims to analyze the use of Manhattan technique in K-Means clustering for data grouping. The research problem is how to analyze the Manhattan metric technique in K-Means clustering for effective data grouping. Applying the K-Means method shows that the existing data is successfully divided into four specified clusters. After determining the correct number of clusters, the K-Means method is used to sort the data in the dataset. From 3172 data, the final results obtained cluster 0 as many as 774 data, cluster 1 as many as 417 data, cluster 2 as many as 1244 data, and cluster 3 as many as 737 data. The results of the clustering process obtained a davies-bouldin index value of 1.4568.
Co-Authors . Anatona Abdillah, Ibnu Faiz Abdul Basyid Abdul Halim Hasugian Abdullah, Bahari Adynata Adynata Afrianti, Dewi Agus Muliadi Agustama Armanda, Akbar Agustinus Sihombing ahmad yani Alam, Hermansyah Aldiansyah, Aldiansyah Aldri Frinaldi Alfi, Khairuman Ananda Putri Sephiani Andini Wulandari Andoni, Yudhi APRIANI, DEVI Ariani, Devi Aries Kusumawati Arizka Anggraini Aulia, Muhammad Fathir Ayu, Mayang Sari Azmi, Irham Aznawi, Nasrul Mahruf Betti Leindarita Betty Leindarita Charly Marlinda Chartady, Rachmad Damanik, Ade Yuri F Damora Rhakasywi Dea Natassa Dewi, Talitha Cahya Kemala Dhea Amanda Aulia Putri Djoko Setyanto Dora Samaria Dyah Fitriani Eko Murti Saputra Ersa Cahyu Marcelyna Evita Sandra Fadhilah Andini Fadil, Ulfi Muzayyanah Fatahuddin, Fatahuddin Fatkhur Rohman Fatmawati, Any Ferdyanto Ferdyanto, Ferdyanto Fitri Wahyuni Fitriani, Dyah Friassantano, Risgar Ginola Tri Shindy Gunawan, Irwan Haliem, Alexander Hanny, Risa Haqi, Muamar Haris, Zainal Abdul Harmonika, Harmonika Herman Hermansyah Alami Hervani, Dini Hidayat, Muhammad Ferry Ho Hwi Chie Husna, Jamilah Imanuddin Imanuddin, Imanuddin Indra Bastian Tahir Irianto, Boedi Santoso Iskandar, Jono James Julian Kalean, Arman Kenny Kenny Keshavarzi, Ahmad Kesuma Dwi Ningtyas Kolahdooz, Amin Latifa Khoirani Limbong, Hans Pran Lina Ayu Marcelina Lopita, Septy Lubis, Dikko Rizky Bintang Machfudz, Emir Syarif Mahrizal Masri Marcelyna, Ersa Cahyu Mardhani, Muhammad Destri Marsudi Marsudi Marsudi Marsudi Masri, Mahrizal Matinni, Nurul Melisa Melisa Mhd Furqan Mirawati, Baiq Mirnayani, Mirnayani Mochammad Imron Awalludin Monanisa Monanisa Muhammad Anggung Manumanoso Prasetyo Muhammad Habibi Muhammad Isa Alamsyahbana Mukti, Abd Munirwan Zani, Munirwan Muqtafin, Muqtafin MUSLIMIN IBRAHIM Mutafin, Mutafin Nasution, Adnan Buyung Nazwa Alya Faradita Netti Herawati Ngailo, Dorkas Wini Nisa, Nur Bainatun Nurwanita Eka Sari Putri OK, Azizah Hanum Oktavia, Aii Melia Putri Pamungkas, Eny Dewi Pangestuti, Dewi Pangga, Dwi Panjaitan, Nurhalimah Pelawi, Zulfadli Pramudiyanti Pramudiyanti Pratiwi, Wulan Octi Prayogi, Saiful Puspa Sari, Puspa Putra, Agung Dwi Putra, Farhansyah Putranto, Agung Tri Putri Pratiwi Putri, Fadilla Maharani Putri, Intan Yulia Putri, Mega Kusuma Raden Ayu Wulantari, Raden Ayu Rahmad Rahmad Raissa Amanda Putri Raja Harahap Rakhmat Kurniawan R Ramadani, Wily Supi Ranat Mulia Pardede Rani Safitri Refdinal, Refdinal Risnawati Risnawati Risnawati Risnawati Rita Ismail Ritonga, Siti Hayatul Fauziah Rizkiati Ramadhani, Mahirah Salwa Aurelia Ananda Rosidi, Erlia Nurbayti Samsun Hidayat sapri sapri Saputra, Eko Murti Sari, Mila Septiani, Fauziah Setiadi, Muhammad Irham Shalati Febjislami Shindy, Ginola Tri Shohehuddin Shohehuddin Simpa, Zepi Yarti Siregar, Kalfida Eka Wati Siregar, Muharram Soleh Sitepu, Anggi Jelita Siti Rabiatul Adawiyah, Siti Rabiatul Sriani Sriani Sriani Sriani Suhardi Suhardi Sukardi Sukardi Sukmaniar Sukmaniar Suniyarti, Suniyarti Supriyadi Supriyadi Syafnur, M. Tarsono, Edy Taufik Samsuri Taufik, Mirna Tommy Saputra Triastuti Triastuti Tua, Anri Hafiz Ulfa Oktavani Nasution Usiono Usiono Veithzal Rivai Zainal Wahyu Ramadhan Wahyu Saputra Warda Hamidah Waridho Iskandar Wasis Wasis Wati, Ella Erma Widodo, Arif Siaha Witrianto Witrianto Wiwik Handayani Y. Suhendro Yanto, Meidi Yulnafatmawita Yulnafatmawita Yuritanto, Yuritanto Yusmartato, Yusmartato Zailani Zailani Zikri Darussamin Zikri, Ahmad Zulkhairi Sofyan