Enhanced Laptop Recommendation System Using Tsukamoto Fuzzy Logic
DOI:
https://doi.org/10.69616/mcs.v1i1.186Keywords:
Laptop, Recommendation, Tsukamoto FuzzyAbstract
One of the most popular and rapidly growing needs among the general public is laptops. Currently, there are many types of laptops with varying features, and not everyone knows the advantages and disadvantages of each type. The purpose of this research is to develop and build a Fuzzy inference system that applies the Tsukamoto method. This is to address issues in providing unclear or inaccurate services to customers during the laptop sales process. By developing a recommendation system that can provide guidance or suggestions in purchasing a laptop based on interest and needs in searching for references, and the type of laptop that meets the criteria. The decision to purchase a laptop uses parameters such as screen size, RAM capacity, SSD capacity, and price. The implementation of the Fuzzy Tsukamoto method for providing laptop purchase recommendations is able to give good recommendations.
References
D. Syahputra, Mhd Farhan Azmi, and Mira Pebriani Berutu, “Sistem Pendukung Keputusan Pemilihan Laptop Terbaik Dengan Metode SMART Berbasis Web,” JUKTISI, vol. 1, no. 2, pp. 99–106, Sep. 2022, doi: 10.62712/juktisi.v1i2.19.
Y. Murdianingsih and I. Isbahatunnisa, “IMPLEMENTASI METODE FUZZY TAHANI DALAM MENENTUKAN REKOMENDASI PEMBELIAN LAPTOP (Studi kasus di Toko Mega Alvindo Kalijati Subang),” JTIK, vol. 13, no. 1, pp. 41–51, Apr. 2020, doi: 10.47561/a.v13i1.169.
A. W. Syahroni and J. R. P. Km, “Sistem Pendukung Keputusan Pemilihan Laptop pada Toko Online dengan Metode Fuzzy Tahani,” vol. 3, 2018.
J. Y. Marpaung, G. L. Ginting, and N. Silalahi, “Penerapan Metode Fuzzy Tsukamoto Dalam Penentuan Harga Laptop Bekas,” bits, vol. 2, no. 2, pp. 115–126, Dec. 2020, doi: 10.47065/bits.v2i2.310.
Roehilah, “Analisis Pengambilan Keputusan Konsumen Produk Laptop Menggunakan Metode Analitycal Hierarchy Process”, 9-(141-149)-118-Roehilah.pdf.
A. Taufik et al., “PEMILIHAN LAPTOP ATAU NOTEBOOK DENGAN METODE FUZZY MAMDANI DAN SKORING,” vol. 6, 2018.
D. Setiyawan, A. Arbansyah, and A. J. Latipah, “FUZZY INFERENCE SYSTEM METODE TSUKAMOTO UNTUK PENENTUAN PROGRAM STUDI FAKULTAS SAINS DAN TEKNOLOGI DI UNIVERSITAS MUHAMMADIYAH KALIMANTAN TIMUR,” JIKO, vol. 7, no. 1, p. 23, Feb. 2023, doi: 10.26798/jiko.v7i1.657.
M. Y. Mappeasse and I. Suhardi, “Penentuan Laptop Bekas yang Berkualitas untuk Dunia Pendidikan dengan Metode Fuzzy Mamdani,” vol. 6, 2022.
R. Mahmud and A. Hartanto, “PENERAPAN DATA MINING REKOMENDASI LAPTOP MENGGUNAKAN ALGORITMA APRIORI,” vol. 06, no. 02, 2020.
Nur Fadilatul I, “IMPLEMENTASI INFERENSI FUZZY TSUKAMOTO DALAM MEMPREDIKSI KEPUTUSAN PEMBELIAN LAPTOP”, Vol+5+No+1+[23-30].pdf.”
D. Novianti and A. B. H. Yanto, “Sistem Penunjang Keputusan Pemilihan Laptop Menggunakan Metode Simple Additive Weighting,” j. kunnskapsteknol. inform. dan komp?ût., vol. 5, no. 2, pp. 70–75, Oct. 2019, doi: 10.37012/jtik.v5i2.177.
Taufik Kurnialensya, “SISTEM PENDUKUNG KEPUTUSAN PEMBELIAN LAPTOP MENGGUNAKAN METODE FUZZY DAN METODE TOPSIS,” teknik, vol. 3, no. 1, pp. 83–85, Mar. 2023, doi: 10.55606/teknik.v3i1.1999.
A. Anggun, F. Marisa, and I. D. Wijaya, “Sistem Penunjang Keputusan Pembelian Smartphone Dengan Menggunakan Metode Fuzzy Tsukamoto,” JOINTECS, vol. 1, no. 1, Aug. 2016, doi: 10.31328/jointecs.v1i1.405.
S. Susliansyah, R. R. Aria, and S. Susilowati, “SISTEM PEMILIHAN LAPTOP TERBAIK DENGAN MENGGUNAKAN METODE WEIGHTED PRODUCT (WP),” techno, vol. 16, no. 1, pp. 15–20, Mar. 2019, doi: 10.33480/techno.v16i1.105.
M. R. Hermawan and R. Alam, “Logika Fuzzy Mamdani Untuk Mendukung Keputusan Pembelian Laptop Asus M409BA Berdasarkan Spesifikasi Yang Tersedia”.
“10 Laptop Lenovo Terbaru di Indonesia (Mei 2024).” Accessed: May 16, 2024. [Online]. Available: https://carisinyal.com/laptop-lenovo-terbaru/
“12 Laptop ASUS Terbaru 2024 Serta Harga dan Kelebihannya.” Accessed: May 16, 2024. [Online]. Available: https://www.bhinneka.com/blog/laptop-asus-terbaru/amp/











