An Addiction Detection Application Playing Free Fire Games Based on Android Using Tsukamoto's Fuzzy Logic

Aplikasi Pendeteksi Kecanduan Bermain Game Free Fire Berbasis Android Dengan Menggunakan Logika Fuzzy Tsukamoto

  • Hasan Basri Universitas Muhammadiyah Sidoarjo, Indonesia
  • Mochamad Alfan Rosyid Universitas Muhammadiyah Sidoarjo, Indonesia
Keywords: Addiction, Online Games, Free Fire, Tsukamoto Fuzzy Logic


Online games that have a battle royal genre nowadays are very much the inantantnya. One of them is Free Fire which has been downloaded by more than 100 million people. The high number indicates that a person's high interest in playing online games can have a negative impact on one of them. For that, there is an app that can detect how much fun a person has in playing Free Fire games. By utilizing the fuzzy logic method tsukamoto allows it to detect the level of addiction of a person which is an android-based application. By utilizing the data owned by each player as an input variable that will produce output in the form of an addiction level percentage. Based on the result of the test carrieed out, the precentageresult were 83.34% which indicated a good category. Utilization of fuzzy tsukamoto method is expected to provide the right conclusions and in accordance with the expected.


[1] Jati, A.S, “Kecanduan Game Ditetapkan sebagai Gangguan Mental”. 27 Mei 2019 13:29. [Online]. [Diakses 25 Maret 2020].
[2] Kemenkes. “Kecanduan Game Adalah Gangguan Perilaku”. 23 Juni 20118. [Online]. . [Diakses 25 Maret 2020].
[3] Aranski, Alvendo Wahyu and Rizki, Sestri Novi, “Pemograman Visual Basic Pendeteksi Dini Kecanduan Pengguna Smartphone Terhadap Produktivitas Kerja Menggunakan Logika Fuzzy”. Prosiding Seminar Nasional Ilmu Sosial dan Teknologi (SNISTEK), [S.l.], n. 1, p. 13-18, Oktober 2018. [Online]. Available: [ Diakses 29 Maret 2020].
[4] Siantury, Ericksan, “Sistem Pakar Diagnosa Gejala Kecanduan Game Online Dengan Menggunakan Metode Certainty Factor”, Vol. VII, No 3, Agustus 2014..
[5] Garena. “Garena Free Fire” [Online]. . Diakses 20 September 2020.
[6] I . R. I. Astutik and I. Widiaty, “Integrated Management Information System for Curriculum in University” IOP Conf. Ser. Mater. Sci. Eng., vol. 384, p. 012077, Jul. 2018
[7] Kusumadewi, S dan Purnomo, H. (2004), “Aplikasi Logika Fuzzy Untuk Sistem Pendukung Keputusan Edisi Pertama”, Graha Ilmu, Yogyakarta.
[8] Hapis .A (2017). “Penerapan Logika Fuzzy dengan Metode Tsukamoto untuk Mengestimasi Curah Hujan”. Skripsi. Universitas Maulana Malik Ibrahim Malang. Malang
[9] S. Ayu Permata , Tingkat Kecanduan Internet Pada Remaja Awal.s JPPI Vol 3 No 2, 2017, hlm 110-117. [Online]. doi : [Diakses 30 Maret 2020].
[10] Kusumadewi, S. (2003), Artificial Intelligence: Teknik dan Aplikasinya, Graha Ilmu, Yogyakarta.