IMPLEMENTASI ALGORITMA FISHER-YATES SHUFFLE DAN FUZZY TSUKAMOTO PADA APLIKASI PEMBELAJARAN PEMROGRAMAN DASAR BERBASIS ANDROID

Achmad Santoso; Wawan Gunawan

doi:10.36761/hexagon.v2i1.879

Authors

Achmad Santoso Mercu Buana University
Wawan Gunawan Mercu Buana University

DOI:

https://doi.org/10.36761/hexagon.v2i1.879

Keywords:

Basic programming, Fisher-yates shuffle, Fuzzy tsukamoto

Abstract

The world of informatics has many fields that can be studied, ranging from network configuration to data processing. In learning knowledge related to coding, it requires the most basic knowledge so that the coding of the program runs well. To support learning, the learning application for basic programming is made based on Android. This research uses the Fisher-yates shuffle algorithm for quiz randomization and the fuzzy tsukamoto method for giving the final score decision. The design method used in this study uses the Luther-Sutopo multimedia-based software design method. Where to make a multimedia product using this method must go through six stages carried out sequentially. The results of this research indicate that the fisher-yates shuffle algorithm produces a varied and non-repetitive sequence of questions. And the results of the calculation of the system average final score using the fuzzy tsukamoto is 66.63 and the average final score of the manual calculation is 57.59. The results of the system calculation are considered more reasonable and acceptable because the weighted value given to the time variable is quite large, compared to the calculation using the manual method.

References

M. S. Yanti, 2020. “Tinjauan Hukum Islam Terhadap Etika Periklanan Dalam Jual Beli Online (Studi Di Aplikasi Shopee Dan Toko Online Insanishop Bandar Lampung )”.

EMarketer, 2015. “Pengguna Smartphone di Indonesia 2016-2019”.

H. Kusniyati and N. S. Pangondian Sitanggang, “Aplikasi Edukasi Budaya Toba Samosir Berbasis Android,” J. Tek. Inform., vol. 9, no. 1, pp. 9–18, 2016, doi: 10.15408/jti.v9i1.5573.

A. Rokhim, “Jurnal Insand Comtech,” vol. 1, no. 2, pp. 15–22, 2016.

E. W. Fridayanthie and J. Charter, “Rancang Bangun Sistem Informasi Simpan Pinjam Karyawan Menggunakan Metode Object Oriented Programming,” J. Techno Nusa Mandiri, vol. XIII, no. 2, pp. 63–71, 2016.

R. Abdulloh, 2018. "7 in 1 Pemrograman Web untuk Pemula." PT. Elex Media Komputindo: Jakarta.

A. R. Barakbah, T. Karlita, and A. S. Ahsan, 2013. "Logika dan Algoritma", no. 1736.

A. Gani and L. Marlinda, “Aplikasi Pembelajaran Trigonometri Berbasis Android Menggunakan Algoritma Fisher Yates Shuffle,” J. Tek. Komput., vol. III, no. 2, pp. 114–119, 2017, doi: 10.31294/jtk.v3i2.2216.

I. Banyumanis and D. Fitrianah, “Aplikasi Alarm Weker Berbasis Android Dengan Algoritma Fisher Yates Shuffle Untuk Mengacak Pertanyaan,” J. Ilmu Tek. dan Komput., vol. 1, no. 1, pp. 1–10, 2017.

E. Ekojono, D. A. Irawati, L. Affandi, and A. N. Rahmanto, “Penerapan Algoritma Fisher-Yates pada Pengacakan Soal Game Aritmatika”. Sentia, vol. 9, pp. 101–106, 2017.

F. Kurniawan, “Game Bahari Menggunakan Algoritma Fisher Yates Suffle Sebagai Pengacak Posisi NPC,” Matics, vol. 7, no. 2, p. 71, 2016, doi: 10.18860/mat.v7i2.3281.

Fitria and S. Y. Irianto, “Penerapan Metode Fuzzy Inference System Tsukamoto Pada Sistem Pendukung Keputusan Untuk Penerimaan Beasiswa,” vol. 16, no. 1, pp. 10–23, 2016, doi: 10.30873/ji.v16i1.937.

A. Mulyanto and A. Haris, “Penerapan Metode Fuzzy Tsukamoto Untuk Menentukan Jumlah Jam Overtime Pada Produksi Barang di PT Asahi Best Base Indonesia ( ABBI ) Bekasi Abstrak,” Inform. SIMANTIK, vol. 1, no. 1, pp. 1–11, 2016.

I. Haditama, C. Slamet, and D. F. Rahman, “Implementasi Algoritma Fisher-Yates Dan Fuzzy Tsukamoto Dalam Game Kuis Tebak Nada Sunda Berbasis Android,” J. Online Inform., vol. 1, no. 1, p. 51, 2016, doi: 10.15575/join.v1i1.11.

A. Suhazli, A. Atthariq, and A. Anwar, “Game Puzzle ‘Numbers in English’Berbasis Android Dengan Metode Fisher Yates Shuffle Sebagai Pengacak Potongan Gambar,” J. Infomedia, vol. 2, no. 1, pp. 1–6, 2017, doi: 10.30811/.v2i1.476.

M. A. Hasan, S. Supriadi, and Z. Zamzami, “Implementasi Algoritma Fisher-Yates Untuk Mengacak Soal Ujian Online Penerimaan Mahasiswa Baru (Studi Kasus?: Universitas Lancang Kuning Riau),” J. Nas. Teknol. dan Sist. Inf., vol. 3, no. 2, pp. 291–298, 2017, doi: 10.25077/teknosi.v3i2.2017.291-298.

A. M. A. K. Parewe and W. F. Mahmudy, “Seleksi Calon Karyawan menggunakan Metode Fuzzy Tsukamoto,” Semin. Nas. Teknol. Inf. dan Komun. (SENTIKA), Yogyakarta, vol. 2016, no. Sentika, pp. 18–19, 2016, doi: 10.13140/RG.2.1.4079.1448.

D. S. Ramadhan and Syafrulloh, “Fuzzy Tsukamoto Untuk Rekomendasi Penerima,” vol. 1, no. 1, pp. 251–256, 2018.

I. Binanto, "Multimedia Digital Dasar Teori dan Pengembangannya". Yogyakarta: Andi, 2010.