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All Journal JUTIS : Jurnal Teknik Informatika ICIT (Innovative Creative and Information Technology) Journal Journal Cerita: Creative Education of Research in Information Technology and Artificial Informatics MAVIB Journal : Jurnal Multimedia Audio Visual and Broadcasting Bulletin of Information Technology (BIT) Universal Raharja Community (URNITY Journal) Prosiding SeNTIK STI&K
Utami, Wiranti Sri
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Arts Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Environmental Science Languange, Linguistic, Communication & Media Social Sciences Other

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Journal : Bulletin of Information Technology (BIT)

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Penerapan Data Mining Menggunakan Algoritma K-Means Untuk Clustering Perokok Usia Lebih dari 15 Tahun Suharmanto; Utami, Wiranti Sri; Pratiwi, Nila; Muhammad, Faisal
Bulletin of Information Technology (BIT) Vol 4 No 4: Desember 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bit.v4i4.1067

Abstract

Smoking is an activity that can have a bad impact on health, both for yourself and for others. This is because there are various kinds of ingredients that are dangerous to health, there are 4000 types of chemicals found in cigarettes, starting from nicotine and other substances that can cause cancer in humans. The dataset obtained from BPS (Central Statistics Agency) can be utilized by using K-Means Clustering to determine the grouping of smokers aged more than 15 years in each region. The grouping of smokers aged over 15 years can be seen through 3 clusters, Cluster 1 is the highest level of smoking in 10 provinces out of 34 provinces studied, Cluster 2 is the medium level with 15 provinces out of 34 provinces studied, and Cluster 3 is the lowest level. with 9 Provinces.
Co-Authors Aminuyati Asmawati, Ari Faisal Muhammad, Faisal Mauludiah, Hilwah Muhammad Faisal Munthe, Muhammad Nabawi NILA PRATIWI, NILA Nurlia, Vera Prastyo, Doni Rachmayantie, Arlika Puteri Rahayu, Nina Razabi, Muhamad Misbach Saputro, Janu Ilham Suharmanto Yuda, M.Adhit Dwi