Penerapan Fuzzy Logic dalam Sistem Rekomendasi Film: Studi Kasus Justice League (2017)
DOI:
https://doi.org/10.37253/telcomatics.v9i2.9517Keywords:
Kecerdasan Buatan, Fuzzy, Rekomendasi Film, Artificial IntelligenceAbstract
Currently, the development of technology encourages service provider sites in selling and renting to streaming movies, such as: IMDb, NetFlix, and Flixster to develop more accurate recommendation systems. This study uses fuzzy logic to provide movie recommendation information. Two similarity measurement methods are used to improve the accuracy of recommendations: first, by considering similar user choices, and second, by matching similar movie genres that have been rated by users. The fuzzy sets and membership functions used in this study are Critic Score, Audience Score, Audience Count, Year. The test results show that the application created can provide movie recommendations that match the dataset used.
Downloads
References
[1] A. Muhazir and F. Rozi, “SISTEM REKOMENDASI FILM DENGAN MENGGUNAKAN ALGORITMA FUZZY SEMANTIK.”
[2] D. Pancawati and A. Yulianto, “Implementasi Fuzzy Logic Controller untuk Mengatur Ph Nutrisi pada Sistem Hidroponik Nutrient Film Technique (NFT),” JURNAL NASIONAL TEKNIK ELEKTRO, vol. 5, no. 2, Jul. 2016, doi: 10.20449/jnte.v5i2.284.
[3] M. W. Hamdani, A. Stefanie, Y. Saragih, and U. S. Karawang, “Perancangan dan Implementasi Metode Kontrol Fuzzy Logic Mamdani pada Sistem Kontrol TDS dan pH Hidroponik,” JTT (Jurnal Teknologi Terpadu), vol. 10, no. 2, pp. 171–183, Oct. 2022, doi: 10.32487/JTT.V10I2.1555.
[4] S. P. Adithama, F. K. S. Dewi, and E. Hariyadi, “Penerapan Algoritma Apriori dan Fuzzy Tsukamoto untuk Rekomendasi Jumlah Pembelian Barang dan Promo pada Toko Serba Ada(Implementation of Apriori and Fuzzy Tsukamoto Algorithms for Number of Purchases of Goods and Promo Recommendation at Convenience Store,” JUITA: Jurnal Informatika, vol. 8, no. 2, pp. 261–270, Nov. 2020, Accessed: Jan. 21, 2025. [Online]. Available: https://jurnalnasional.ump.ac.id/index.php/JUITA/article/view/7142
[5] A. Vega Vitianingsih et al., “Sistem Rekomendasi Pemilihan Tanah Kavling Menggunakan Metode Fuzzy-Analytic Hierarchy Process,” Teknika, vol. 12, no. 1, pp. 57–64, Mar. 2023, doi: 10.34148/TEKNIKA.V12I1.590.
[6] Z. D. A.P, M. Musaruddin, and R. A. Saputra, “SISTEM REKOMENDASI KEBUTUHAN NUTRISI MAKANAN PENDAMPING AIR SUSU IBU (MPASI) MENGGUNAKAN METODE FUZZY TAHANI SEBAGAI UPAYA PENCEGAHAN STUNTING,” Jurnal Teknologi Informasi, Komputer, dan Aplikasinya (JTIKA ), vol. 6, no. 2, pp. 510–524, Sep. 2024, doi: 10.29303/JTIKA.V6I2.423.
[7] V. L. Jaja, B. Susanto, and L. R. Sasongko, “Penerapan Metode Item-Based Collaborative Filtering Untuk Sistem Rekomendasi Data MovieLens,” d’CARTESIAN, vol. 9, no. 2, p. 78, Sep. 2020, doi: 10.35799/DC.9.2.2020.28274.
[8] L. Dzumiroh and R. Saptono, “Penerapan Metode Collaborative Filtering Menggunakan Rating Implisit pada Sistem Perekomendasi Pemilihan Film di Rental VCD,” ITSMART: Jurnal Teknologi dan Informasi, vol. 1, no. 2, pp. 54–59, Mar. 2016, doi: 10.20961/ITSMART.V1I2.590.
[9] H. Februariyanti, A. D. Laksono, J. S. Wibowo, and M. S. Utomo, “IMPLEMENTASI METODE COLLABORATIVE FILTERING UNTUK SISTEM REKOMENDASI PENJUALAN PADA TOKO MEBEL,” Jurnal Khatulistiwa Informatika, vol. 9, no. 1, Jun. 2021, doi: 10.31294/JKI.V9I1.9859.
[10] F. R. Hariri and L. W. Rochim, “Sistem Rekomendasi Produk Aplikasi Marketplace Berdasarkan Karakteristik Pembeli Menggunakan Metode User Based Collaborative Filtering,” Teknika, vol. 11, no. 3, pp. 208–217, Nov. 2022, doi: 10.34148/TEKNIKA.V11I3.538.
[11] H. Hartatik, S. D. Nurhayati, and W. Widayani, “Sistem Rekomendasi Wisata Kuliner di Yogyakarta dengan Metode Item-Based Collaborative Filtering,” Journal Automation Computer Information System, vol. 1, no. 2, pp. 55–63, Nov. 2021, doi: 10.47134/JACIS.V1I2.8.
[12] A. Yulianto, K. Kevin, M. Nugroho, and F. Mayanti, “Aplikasi Fuzzy Logic Controller pada Keseimbangan Hovering Roll Bicopter,” Telcomatics, vol. 6, no. 1, pp. 17–24, 2021, doi: 10.37253/TELCOMATICS.V6I1.6351.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Telcomatics
This work is licensed under a Creative Commons Attribution 4.0 International License.