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ANDRIANSYAH
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Journal : Journal of Data Science Methods and Applications

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Analisis Klastering dari Data Behavior Online Gaming Menggunakan Algoritma K-Means Salsabila Shahibah; Novita Triyasri; Adisty Anggi Inanti; Jovita Rachel; Niko Diki Pratama; Andriansyah
Journal of Data Science Methods and Applications Vol. 1 No. 1 (2025)
Publisher : Program Studi Sains Data - Institut Informatika dan Bisnis Darmajaya

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Abstract

Games that require an internet connection are called online games. Just like offline games, online games also have many genres. Some of them are Action, advanture, sports, RPG, and simulation. The emergence of various types of online games provides many choices to eliminate boredom in filling free time. In addition, there are also various levels such as easy, medium, and hard. The levels in this game also affect the habits of players in playing games. This study aims to find the optimal cluster in the dataset using clustering analysis using the K-Means algorithm on the RapidMiner application. The results of this study show that cluster 1 at k=3 from (k=2-7) is the best cluster compared to other clusters
Co-Authors Abdur Rahim, Abdur Ade, Risan Agung Adisty Anggi Inanti Adnan, Indra Muchlis Ady Purnama Agustina Al Farabi, M. Ramdhan Fathin al, Dahrial Ali, Sandika Anam, Aan Khoirul Anillah, Aksa antoni, prima Apriliyani, Neng Virly Arifin Hidayat Aruni, Fidhia Asmarawati, Citra Asmariani Audina, Dhea Januastasya Ayu, Suci Lia Aziz Budianta Badaruddin Baidarus Beby Karina Fawzeea Sembiring Damanik, Amsari Dayat Ikhsan H Dayat Ikhsan Hajati Dea Lisma Dede Desvina Pebriyanti Dida Nurhaida Dika Setiagraha, Dika Erwan, Friesca Eti Varina, Eka Lailita Eva Oktaviana Fhadhila, Tiara Firmansyah, Yasef Gunawan, Rahmad Hadi Prasetyo Utomo Hamzah Hamzah Hanan, Siti Hasanudin, Yulita Erika Hazlim, Al Bazzi Abdul Herdiansyah Herman Hermansyah, Andi I Ketut Ngawit Ilyas Johan, Ali Muhammad Jovita Rachel Kharisma Fitri Rahmawati Kusuma Wijaya, Aji Lidar, Goesdery Lufika, Raihan Dara Mailina Harahap Marzius Insani, Marzius Maulana, Sofwan Maulidayna, Ninna May Dedu Meirita, Siska Melati, Nanda Sukma Melisa Meliyana Hikmawati Muannif Ridwan Muhammad Amin Muhammad Gusti Muhammad Naufal Ridwan Muhdar Muksin, Zainal Munaris Munawaroh Munawaroh Muthmainnah, Annisa Najamuddin Neuflapu, Erich Extrada Ngatman Niko Diki Pratama Nissa Prasanti Novita Triyasri Nurshaleh, Fikri Nurwijayanti Okta, Nanda Aulia Oktarina, Detia Aulia Permana, Randi Pertiwi, Oniel Syukma Pithaloka, Dyah Pramudita Budi Rahayu Pratiwi, Yuly Rahmi Prihatin Lumbanraja Pujiyati, Alfiyah Pynasthika, Qeisha Amaliah Qolbiyyah, Qoriatul Qusthoniah Radhitya, Atthyya Rahmatullah J Rahmawardani Rahmi, Adelia Hidayatul Raihan Dara Lufika Rezi Ariawan Rezki, Muhammad Rizalihadi, Tedi Romi Cendra Rosdiana, Anita Rosida Rudi Susanto Ruqayah, Roiyatul Saepudin Salsabila Shahibah Sanin Sudrajat Saputra, Nanda Sari, Mei Fatmila SATISPI, EVI Sativa, Puti Selvira, Rizka Sentia, Prima Denny Septia Uswatun Hasanah Siregar, Vivi Arfiani Siti Aisyah Situmorang, Syafrizal Helmi Soni Sri Hidayanti Sumaryanto Surya, Leny Sang Syukri Taufiqurohkman Taufiqurokhman Utami, Elsa Cahyah Welan Windayanti Yuniarsih Yusuf Habibi, Labarudin Zia, Hanim Khalida