Sistem Pendukung Keputusan Pemilihan Smartphone Menggunakan Integrasi Metode Cut Off Point, Rank Order Centroid dan Fuzzy Simple Additive Weighting pada Mahasiswa
Abstract
The rapid development of smartphone technology has created challenges for university students in selecting devices that best support their academic activities. This study aims to determine the most suitable smartphone for students of the Department of Mathematics, Universitas Negeri Padang, Class of 2022. The decision-making process integrates the Cut Off Point (COP), Rank Order Centroid (ROC), and Fuzzy Simple Additive Weighting (FSAW) methods. The research data were collected through questionnaires distributed to 71 student respondents. Eight mid-range smartphone alternatives, priced between IDR 3,000,000 and IDR 5,000,000 as of February 2026, were evaluated based on the results of the COP selection process. Of the six initial criteria, five were identified as relevant, namely RAM, battery, price, camera, and operating system, while screen size was eliminated. The criterion weights were determined objectively using the ROC method, whereas the FSAW method was employed to calculate the preference values and rank the smartphone alternatives. The results indicate that the Poco X7 Pro achieved the highest preference value of 0.92 and was classified as Highly Recommended, followed by the iQOO Z9 5G with a preference value of 0.78 and the Redmi Note 14 Pro 5G with a preference value of 0.64. The findings provide smartphone recommendations that align with the priority needs of students in the Department of Mathematics, Universitas Negeri Padang, and can assist them in selecting devices that support academic activities, including data processing, computational tasks, and digital learning, while remaining within their budget.
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References
Alita, D. (2023). Konsep Fuzzy Multiple Attribute Decision Making Dalam Pengambilan Keputusan (1st ed.).
Anton. (2019). Elementary Linear Algebra (12th Editi). John Wiley & Sons.
Arikunto, S. (2002). Prosedur Penelitian: Suatu Pendekatan Praktek. Rineka Cipta.
Arikunto, S. (2005). Manajemen Penelitian. Rineka Cipta.
Atmojo, R. N. P., Cahyani, A. D., Abbas, B. S., Pardamean, B., & Manulang, I. D. (2014). Design of Single User Decision Support System Model Based on Fuzzy Simple Additive Weighting Algorithm to Reduce Consumer Confusion Problems in Smartphone Purchases. Applied Mathematical Sciences, 8(15), 717. https://doi.org/10.12988/ams.2014.312722
Aurelia, V. (2025). Indonesia’s Smartphone Market Posts Strong Recovery with 15.5% Growth in 2024, IDC Reports. International Data Corporation (IDC) Media Center. https://my.idc.com/getdoc.jsp?containerId=prAP53189225
Bhinneka. (2015). Pemilihan Kandidat Manajer Menggunakan Metode COP-AHP dan Metode COP-SAW di PT. Bina Sarana Sukses. Jurnal Universitas Brawijaya.
Daeng. (2017). View of Penggunaan Smartphone Dalam Menunjang Aktivitas Perkuliahan Oleh Mahasiswa Fispol Unsrat Manado. E-Journal, 6(1). https://ejournal.unsrat.ac.id/v3/index.php/actadiurnakomunikasi/article/view/15482/15023
Diansyah. (2019). Implementasi Metode Rank Order Centroid (ROC) dan Operational Competitiveness Rating Analysis (OCRA) dalam Penilaian Kinerja Dosen. Prosiding Seminar Nasional Riset Information Science (SENARIS)., 1, 822–834.
Farikhin. (2017). Analisis Konsistensi Matriks Keputusan : Suatu Perbandingan Numerik. Jurnal Ilmiah Matematika Dan Pendidikan Matematika, 9(1), 1. https://doi.org/10.20884/1.jmp.2017.9.1.2850
Gulo, A. K., & Murni, D. (2023). Analisis keputusan menggunakan metode cut off point dan fuzzy simple additive weighting dalam menentukan jenis laptop terbaik pada mahasiswa Matematika FMIPA Universitas Negeri Padang. Jurnal Lebesgue : Jurnal Ilmiah Pendidikan Matematika, Matematika Dan Statistika, 4(3), 1577–1587. https://doi.org/10.46306/lb.v4i3.451
Hamda. (2020). Metode Penelitian Bahasa: Pendekatan Kuantitatif, Kualitatif, dan R&D. Deepublish.
Khaizuran, T. R., Yahfizham, & Sibarani, F. H. (2025). Penerapan Metode ROC dan SAW dalam Sistem Pendukung Keputusan Penentuan Siswa Program Percepatan. Jurnal Sistem Informasi Bisnis (JUNSIBI), 6(1), 66–77. https://doi.org/10.55122/junsibi.v6i1.1534
Kusumadewi, & Purnomo. (2010). Aplikasi Logika Fuzzy untuk Pendukung Keputusan. Graha Ilmu.
Senina. (2025). Model Kombinasi Cut Off Point (COP), Rank Order Centroid (ROC), dan Fuzzy Simple Additive Weighting (FSAW) dalam Pemilihan Laptop Terbaik (Studi Kasus: Mahasiswa Jurusan Matematika Fakultas Matematika dan Ilmu Pengetahuan Alam Universitas Halu Oleo). Jurnal Matematika, Komputasi Dan Statistika, 5(1), 903–911. https://jmks.uho.ac.id/index.php/journal/article/view/124/113
Setiawan, S. (2025). Kombinasi Metode ROC-SAW Untuk Analisis Efisiensi Bahan Bakar Kendaraan LSUV. 7(2), 137–144.
Sugiyono. (2023). Metode Penelitian Kuantitatif Kualitatif dan R&D. Alfabeta. https://online.fliphtml5.com/cyqfr/jppo/#p=154
Tam, M. C. Y., & Tummala, V. M. R. (2001). An application of the AHP in vendor selection of a telecommunications system. Omega, 29(2), 171–182. https://doi.org/10.1016/S0305-0483(00)00039-6
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