Penerapan Algoritma K-Medoids untuk Pengelompokan Genre Game Berdasarkan Pola Penjualan

Zamzamil Amin ; Satria Eka Pangestu ; Muhammad Syafiq Alfaruq ; Lusiana Efrizon ; Rahmadenni ; Rahmadenni
Jurnal Riset Rumpun Ilmu Teknik 📅 2024 Vol 4, No 1 🔗 DOI: 10.55606/jurritek.v4i1.4873
Abstract
The gaming industry continues to grow rapidly, with various genres having different sales patterns. This research aims to group the best game genres based on sales patterns using the K-Means Medoid algorithm. This method was chosen because of its ability to overcome data diversity and reduce the influence of outliers compared to the conventional K-Means algorithm. The data used in this research includes game sales information from various platforms, which is then analyzed to find distribution patterns and market trends. The results of this research show that certain game genres have superior sales patterns compared to others, and there are special characteristics in the groups that are formed. These findings are expected to help game developers and publishers in making strategic decisions regarding the development and marketing of their products. In addition, this research also contributes to the development of a data-based recommendation system that can be used to understand market preferences more accurately.
Keywords
K-Means Medoid; Game Genre Grouping; Sales Patterns; Data Analysis; Game Industry
How to Cite

Zamzamil Amin, et al. (2024). Penerapan Algoritma K-Medoids untuk Pengelompokan Genre Game Berdasarkan Pola Penjualan. Jurnal Riset Rumpun Ilmu Teknik, 4(1). https://doi.org/10.55606/jurritek.v4i1.4873

Zamzamil Amin; Satria Eka Pangestu; Muhammad Syafiq Alfaruq; Lusiana Efrizon; Rahmadenni, Rahmadenni, "Penerapan Algoritma K-Medoids untuk Pengelompokan Genre Game Berdasarkan Pola Penjualan," Jurnal Riset Rumpun Ilmu Teknik, vol. 4, no. 1, 2024.

Zamzamil Amin; Satria Eka Pangestu; Muhammad Syafiq Alfaruq; Lusiana Efrizon; Rahmadenni, Rahmadenni. "Penerapan Algoritma K-Medoids untuk Pengelompokan Genre Game Berdasarkan Pola Penjualan." Jurnal Riset Rumpun Ilmu Teknik, vol. 4, no. 1, 2024.

Zamzamil Amin; Satria Eka Pangestu; Muhammad Syafiq Alfaruq; Lusiana Efrizon; Rahmadenni, Rahmadenni. "Penerapan Algoritma K-Medoids untuk Pengelompokan Genre Game Berdasarkan Pola Penjualan." Jurnal Riset Rumpun Ilmu Teknik 4, no. 1 (2024).

Zamzamil Amin, et al. (2024) 'Penerapan Algoritma K-Medoids untuk Pengelompokan Genre Game Berdasarkan Pola Penjualan', Jurnal Riset Rumpun Ilmu Teknik, 4(1). doi: 10.55606/jurritek.v4i1.4873.

Zamzamil Amin; Satria Eka Pangestu; Muhammad Syafiq Alfaruq; Lusiana Efrizon; Rahmadenni, Rahmadenni. Penerapan Algoritma K-Medoids untuk Pengelompokan Genre Game Berdasarkan Pola Penjualan. Jurnal Riset Rumpun Ilmu Teknik. 2024;4(1).

Artikel Terkait

Analisis Bisnis Model dan Kelayakan Investasi Bangunan Menara Telekomunikasi: Studi Komparatif Tipe Pole dan Greenfield di Kota Magelang

Muhammad Zaeni; Albani Musyafa; Sarwidi Sarwidi

Analisis Kebutuhan Alat Support Jalan Angkut Batubara Sektor 4 Menuju Coal Processing Plant Baru Pt. Asmin Bara Bronang Provinsi Kalimantan Tengah

Widya Lestari; Hepriyandi Luwyk Djanas Usup; Yustinus Hendra Wiryanto; Novalisae Novalisae; I Putu Putrawianta

Pengaruh Variasi Jarak Terhadap Kualitas Jaringan Transmisi Hotspot Seluler untuk Nodemcu Esp32 dan Data Sensor Dht22

Dina Hakiki; Sudi M. Al Sasongko; Made Sutha Yadnya

Analisis Perbandingan Volume Stockpile Batubara Menggunakan Data Foto Udara Unmanned Aerial Vehicle (UAV) Mavic 3 Pro dengan Hasil Truck Count di PT. Mitra Barito

Albertus Niko Liswanto; Hepriyandi L. Djanas Usup; Ferdinandus Ferdinandus; Wiryanto Wiryanto; Asri Fridtriyanda

Pengaruh Tingginya Temperatur Minyak Lumas terhadap Kinerja Mesin Diesel Generator di Kapal

Moh Ghufron Muhtadi; Eko Prayitno; Kuntoro Bayu Ajie; Antonius Edy Kristiyono; Novitasari Novitasari

Integrasi Sistem Single Submission Pengangkut Pada Proses Clearance Kapal Berbasis Analisis IPA (Importance-Performance Analysis) oleh PT. Trans Cakrawala Perkasa

Dzaky Kasparuma; Trisnowati Rahayu; Rizqi Aini; Sri Mulyanto H
Tren Sitasi Jurnal