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Muhammad Ridwan Lubis
Universitas Muslim Nusantara Al Washliyah, Medan
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Journal : Journal of Informatics, Electrical and Electronics Engineering

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Analisis Penerapan Data Mining Terhadap Kasus Positif Covid-19 Menggunakan Metode K-Means Clustering Azhari, Ridhan; Hartama, Dedy; Lubis, Muhammad Ridwan; Nasution, Della Fatricia; Windarto, Agus Perdana
Journal of Informatics, Electrical and Electronics Engineering Vol. 3 No. 2 (2023): Desember 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/jieee.v3i2.1760

Abstract

This study has problems such as the absence of the use of the K-means clustering algorithm for data on positive COVID-19 cases in the Indonesian province. The purpose of this study is to apply the K-means clustering method in finding the closest distance to produce the lowest and highest clusters of data on positive COVID-19 cases in the Indonesian province. K-means is one of the algorithms in the non-hierarchical Clustering technique that tries to partition the existing data in the form of one or more clusters. The results obtained from the k-means clustering method produced 2 clusters, namely the lowest cluster C1 = 30 items while the highest cluster C2 = 4 items. This research can be used as a reference and can be further developed with other clustering methods or algorithms such as k-medoid in order to get a comparison of results and steps to use algorithms related to clustering.
Co-Authors Achmad Noerkhaerin Putra Agus Perdana Windarto Aisyah, Nurfahana Siti Alifah, Winanda Andi Gilang Permadi Andri Winjaya Laksana Apriliani, Lulu Armaini Ry, Agus Ayunda, Yuli Septya Azhari, Ridhan Azlan Zulhamsyah Budi Hartono Cut Nurita Cut Nurita Cut Nurita Dalimunthe, Nurhafidah Dedy Hartama Denny Suwondo Dhea Halimah Dian Pramana Diana Lubis Eka Irawan Eko Ahadi Fatmawati, Kiki Firzada, Fahmi Gomgom TP Siregar Gultom, Juanda Handi Gunawan Hartama, Dedy Herlina Hanum Harahap Icol Dianto Ihsan Syajidan Iin Parlina Ika Okta Kirana Indra Gunawan Isyani Isyani Johan Irmansyah Kiswara, Qodrat Lihadi, Irfan Lubis, Diana Lubis, Ega Khairunnisa Lubis, Mhd Ansori Lubis, Mhd. Ansori Lukman Nasution Manurung, Dormauli Maryani, Halimatul Moh. Nurul Huda Mohammad Subchan Muhammad Ansori Muhammad Ilham Muhammad Ngazis Muhammad Yusrizal Adi Syaputra Nasution, Della Fatricia Ningrum, Haryati Novita, Rini Nurita, Cut Panca Sarjana Putra Parlina, Iin Parlina, Iin Puja Riani Nasution Pulungan, Ja’far Hamzah Putra, Panca Sarjana Rafai, Muhammad Ramadhani, Africo Ratih Mega Puspa Sari Renaldi Renaldi Reza Nurul Ichsan Rini Novita Safii, M. Saifullah Saifullah Saputra, Widodo Septiani, Rizky Siregar, Syawal Amry Situmorang, Yolanda Agustina Solikhun Solikhun, Solikhun Sundari Retno Andani Teuku Daudsyah Venny Fraya Hartin Nst Waldi Setiawan Wanto, Anjar Widodo Saputra Yasmirah Mandasari Saragih