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Journal : EXPLORER

Analisis Faktor-Faktor yang Mempengaruhi Keputusan Pembelian pada Game Genshin Impact Menggunakan Klasifikasi Naive Bayes Wiranata, Hadi; Sucipto, Sucipto; Nugroho, Arie
Explorer Vol 5 No 2 (2025): July 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/explorer.v5i2.2004

Abstract

The growth of the online gaming industry has led to the emergence of microtransaction-based business models, where players can purchase virtual items using real money. One of the games implementing this model is Genshin Impact, which has attracted a wide audience through its gacha system and diverse character content. This study aims to identify the factors that influence players' decisions to purchase virtual items in Genshin Impact using the Naive Bayes classification method. Data were collected through an online questionnaire involving 314 respondents. The analyzed variables include play duration, satisfaction with the gacha system, costumes, storyline, social influence, and previous purchase experience. The model was developed using the Gaussian Naive Bayes algorithm and validated through the Stratified K-Fold Cross-Validation method. The results show that the model achieved an accuracy of 80.57% in classifying purchase decisions. While the model performed well in identifying players who made purchases, its performance in classifying non-purchasing players requires improvement. This research is expected to serve as a reference for understanding player purchasing behavior and developing digital marketing strategies in the online gaming industry.
Co-Authors Abdullah Abdullah Abunizar, Lutfi Adam, Rizal Syihab Saputra Affandy Affandy Agung Pramono, Agung Aidina Ristyawan Aidina Ristyawan, Aidina Amarya, Theo Krisna Ameliya, Putri Anggreini, Emi Annisa, Viviane Antun Rahmadi Ardio, Gletser Yustitito Ariansyah, Damas Baik Arie, Theo Yan ARMYANTO, JODI Astuti, Titi Aswita Amir Bella Novita Muktiari Bertalina Bertalina Bertalina Ny Br. Ginting, Daria Dwi Fajarsari, Gesti DWI HARINI Dwi Harini Endang Sri Wahyuni Erna Daniati Farhan Gagat Retnanto Febrina, Binta Setya Ferdian Ahmat Felmidi Ferianto, Risky Hardhono Susanto Henityastama, Milinian Tree Multi Hermawan Nur Wahiid Hery Widijanto Imam Santosa Indriyani, Reni Irawati, Elsa Kusdalinah Kusdalinah Lestari, Afifah Kurnia Martha Irene Kartasurya Maulana, Wildan Arya Merita Putri Mufattan, Ahmad Mugiati Mugiati Muhammad Fikri Pratama Muhammad Najibulloh Muzaki Muhammad, Hasman Zhafiri Mulyani, Roza Ningrum, Dea Yuliana Ayu Ningrum, Dila Ayu Tri Suhesti Novika , Yulia Nurhapy, Dwiki Nurhindarto, Aris Nuri Aslami Ny, Bertalina P, Anggi Yuniar Pradhana, Akmal Hisyam Pramadya, Reza Candra Pranata, Dava Adistyan Pratama, Aldi Pratiwi, Amali Rica Qibtiyah, Siti Mariyatul Rahmadi, Antun Ratih Kumalasari Niswatin Rauf Tamim Rebia, Rina Afiani Reka Ainul Khasanah Retno Mayangsari, Dwi Ricardus Anggi Pramunendar Rina Firliana Rini Indriati Rino Adi Kurniawan Roza Mulyani Sakin, Kharisma Sari, Adinda Juwita Sari, Vivi Anggun Permata Sejati, Nawasari Indah Putri Soeleman, M. Arief Sucipto Sucipto Sucipto Sudarmi Sudarmi Sujito, Enro Sunarto Sunarto Sutrio Sutrio Sutrio Teguh Andriyanto Teguh Andriyanto, Teguh Tuti Hidayah Usdeka Muliani Vresti Rahma Dewi Wardani, Anita Sari Wibowo, Rizky Wiranata, Hadi Yahya, Taufik Nur Yunianto, Andi Eka Zalfa, Darina