Application of AHP and PROMETHEE Methods for Smartphone Recommendations Based on Buyer Needs

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Published: Mar 31, 2026
DOI: https://doi.org/10.62527/jitsi.7.1.546
Keywords:
Decision Support Systems, AHP, PROMETHEE, Smartphone Recommendations

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Ary Santri Yuanda
Universitas Islam Negeri Sumatera Utara
Muhammad Dedi Irawan
Universitas Islam Negeri Sumatera Utara

Abstract

Technological advancements have made smartphones an essential necessity for many people. At Raja Ponsel Medan, customers often find it difficult to choose a smartphone due to the wide variety of specifications and price points. The purpose of this study is to develop a Decision Support System (DSS) that enables customers to select a smartphone in an objective and straightforward manner. Using questionnaires to compare criteria, the Analytic Hierarchy Process (AHP) method is employed to determine the weighting values ​​for key specifications (processor, RAM, storage, battery, camera, and price). These weights are then utilized by the PROMETHEE method to rank the available alternatives. This research adopts a quantitative approach, following the waterfall development model. The resulting system provides objective and accurate recommendations. Based on the calculations, the Tecno Camon 40 8/256 smartphone emerges as the best choice, with a net flow value of 0.057144.

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How to Cite
Yuanda, A. S., & Irawan, M. D. (2026). Application of AHP and PROMETHEE Methods for Smartphone Recommendations Based on Buyer Needs. JITSI : Jurnal Ilmiah Teknologi Sistem Informasi, 7(1), 1 - 11. https://doi.org/10.62527/jitsi.7.1.546
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Vol. 7 No. 1 (2026)
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Articles
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This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

References

S. Alam, “Reviewing the Global Smartphone Industry Strategic Implication in Response to COVID-19 Situation,” Int. J. Interact. Mob. Technol., vol. 15, no. 14, pp. 169–192, 2021, doi: 10.3991/ijim.v15i14.18879.

D. I. P. Putri, M. Fakhriza, and M. D. Irawan, “Penerapan Metode TOPSIS dan Profile Matching Sistem Pendukung Keputusan Seleksi Siswa Peserta LKS,” RESOLUSI, vol. 4, no. 4, pp. 417–426, 2024, doi: 10.30865/resolusi.v4i4.1694.

S. Chatterjee, R. Chaudhuri, D. Vrontis, and Z. Hussain, “Usage of smartphone for financial transactions: from the consumer privacy perspective,” J. Consum. Mark., vol. 40, no. 2, pp. 193–208, Jan. 2023, doi: 10.1108/JCM-03-2021-4526.

Alexander Wenz and Florian Keusch, “The second-level smartphone divide: A typology of smartphone use based on frequency of use, skills, and types of activities,” Mob. Media Commun., vol. 11, no. 3, pp. 459–483, Nov. 2022, doi: 10.1177/20501579221140761.

Y. Huang, L. Li, and R. Tsaur, “Smartphone Market Analysis with Respect to Brand Performance Using Hybrid Multicriteria Decision Making Methods,” Mathematics, vol. 10, no. 11, p. 1861, 2022, doi: 10.3390/math10111861.

E. Sarabi and S. Avakh Darestani, “Developing a decision support system for logistics service provider selection employing fuzzy MULTIMOORA & BWM in mining equipment manufacturing,” Appl. Soft Comput., vol. 98, p. 106849, Nov. 2020, doi: 10.1016/j.asoc.2020.106849.

M. D. Irawan and M. R. Fasya, “Kombinasi AHP-TOPSIS Untuk Pemilihan Dosen Terbaik Berdasarkan Metriks SINTA,” Sist. Pendukung Keputusan dengan Apl., vol. 3, pp. 1–12, 2024, doi: 10.55537/spk.v3i1.751.

Y. Yun, D. Ma, and M. Yang, “Human–computer interaction-based Decision Support System with Applications in Data Mining,” Futur. Gener. Comput. Syst., vol. 114, pp. 285–289, 2021, doi: 10.1016/j.future.2020.07.048.

M. P. Hasibuan, Samsudin, and M. D. Irawan, “Penerapan Metode Entropy dan MOORA Dalam Pemilihan Investasi Saham LQ45 Berbasis Keputusan,” RESOLUSI, vol. 3, no. 5, pp. 222–230, 2023, doi: 10.30865/resolusi.v3i5.764.

B. Sembiring and Sulindawaty, “SISTEM PENDUKUNG KEPUTUSAN PENENTUAN KUALITAS TEMPE SIAP JUAL DENGAN METODE WEIGHT PRODUCT,” TEKNOIF ITP, vol. 8, no. 2, pp. 53–58, 2020, doi: 10.21063/jtif.2020.V8.2.53-58.

S. Aulansari and M. D. Irawan, “IMPLEMENTATION OF THE COMPLEX PROPORTIONAL ASSESSMENT METHOD IN DETERMINING THE PLACE OF INDUSTRIAL WORK PRACTICE,” JIKO (Jurnal Inform. dan Komputer), vol. 7, no. 2, pp. 101–109, 2024, doi: 10.33387/jiko.v7i2.8393.

M. D. Irawan, “MUALIM-SAW: Seleksi Mualim pada Madrasah Diniyah Awaliyah Berbasis Keputusan Menggunakan Metode SAW,” J. Penelit. Medan Agama, vol. 13, pp. 1–8, 2022, doi: 10.58836/jpma.v13i1.11924.

Suendri, A. M. Harahap, A. B. Nasution, and S. Kartika, “Analisis Sistem Pendukung Keputusan Penentuan Lulusan Terbaik Menggunakan Lima Algoritma Pada Program Studi Sistem Informasi UIN Sumatera Utara Medan,” Al-Ulum J. Sains Dan Teknol., vol. 7, no. 1, pp. 38–43, 2022, doi: 10.31602/ajst.v7i1.5839.

J. T. Hidayat and D. A. Diartono, “Perancangan Sistem Pendukung Keputusan Pemilihan Supplier dengan Metode Analytical Hierarchy Process ( AHP ) Pada CV. Safina Abadi,” JIMIK, vol. 5, no. 3, pp. 2877–2887, 2024, doi: 10.35870/jimik.v5i3.968.

A. Syahputra, M. D. Irawan, and R. A. Putri, “SISTEM PENDUKUNG KEPUTUSAN REWARD SALESMAN MENGGUNAKAN KOMBINASI METODE COMPOSITE PERFOMANCE INDEX DAN PROFILE MATCHING,” JURSIMA, vol. 12, no. 2, 2024, doi: 10.47024/js.v12i2.796.

J. Hutahaean and W. Julitawaty, “Implementasi Metode AHP Untuk Sistem Pendukung Keputusan Proses Kenaikan Jabatan Karyawan,” SATESI, vol. 1, no. 2, pp. 99–105, 2021, doi: 10.54259/satesi.v1i2.79.

C. Tian, J.-J. Peng, W.-Y. Zhang, S. Zhang, and J.-Q. Wang, “TOURISM ENVIRONMENTAL IMPACT ASSESSMENT BASED ON IMPROVED AHP AND PICTURE FUZZY PROMETHEE II METHODS,” Technol. Econ. Dev. Econ., vol. 26, no. 2, pp. 355–378, 2020, doi: 10.3846/tede.2019.11413.

A. E. Harahap, “Sistem Pendukung Keputusan Seleksi Penerimaan Dana Bantuan Masyarakat Kurang Mampu Di Desa Portibi Jae Dengan Penerapan Kombinasi Metode PROMETHEE Dengan AHP,” J. MEDIA Inform. [JUMIN], vol. 5, pp. 62–75, 2023, doi: 10.55338/jumin.v5i1.2831.

M. D. Irawan, A. C. Amandha, and I. Listiani, “Sistem Pendukung Keputusan Pembuatan Properti Kayu Menggunakan Metode AHP-MAUT,” Sist. Pendukung Keputusan dengan Apl., vol. 2, no. 2, pp. 106–120, 2023, doi: 10.55537/spk.v2i2.635.

M. Yanto, “Sistem Penunjang Keputusan Dengan Menggunakan Metode Ahp Dalam Seleksi Produk,” J. Teknol. Dan Sist. Inf. Bisnis, vol. 3, no. 1, pp. 167–174, 2021, doi: 10.47233/jteksis.v3i1.161.

Hidra Amnur, D. Indah Syafira, and Yulherniwati, “Sistem Pendukung Keputusan Penerimaan PKH Menggunakan Metode AHP-ARAS”, jitsi, vol. 4, no. 4, pp. 180 - 188, Dec. 2023.

G. S. Mahendra and I. P. Y. Indrawan, “Metode Ahp-Topsis Pada Sistem Pendukung Keputusan Penentuan Penempatan Automated Teller Machine,” JST (Jurnal Sains dan Teknol., vol. 9, no. 2, pp. 130–142, 2020, doi: 10.23887/jstundiksha.v9i2.24592.

T. Dar, N. Rai, and A. Bhat, “Delineation of potential groundwater recharge zones using analytical hierarchy process (AHP),” Geol. Ecol. Landscapes, vol. 5, no. 4, pp. 292–307, 2021, doi: 10.1080/24749508.2020.1726562.

H. Suryamen, U. M. Wahyuni, and F. Zulfani, “PENERAPAN SISTEM PENDUKUNG KEPUTUSAN DALAM MENENTUKAN PRIORITAS LOKASI PEMASARAN PADA PT. ASKRINDO CABANG MEDAN MENGGUNAKAN METODE AHP DAN PROMETHEE,” J. Teknoif Tek. Inform. Inst. Teknol. Padang, vol. 12, no. 2, pp. 70–76, 2024, doi: 10.21063/jtif.2024.V12.2.70-76.

W. Sałabun, J. Watróbski, and A. Shekhovtsov, “Are MCDA methods benchmarkable? A comparative study of TOPSIS, VIKOR, COPRAS, and PROMETHEE II methods,” Symmetry (Basel)., vol. 12, no. 9, pp. 1–56, 2020, doi: 10.3390/SYM12091549.

M. U. Molla, B. C. Giri, and P. Biswas, “Extended PROMETHEE method with Pythagorean fuzzy sets for medical diagnosis problems,” Soft Comput., vol. 25, no. 6, pp. 4503–4512, Mar. 2021, doi: 10.1007/s00500-020-05458-7.

A. Y. Sari, N. Faozi, and S. R. Cholil, “Sistem Pendukung Keputusan Menentukan Prioritas Rehabilitasi dan Rekonstruksi Pasca Bencana Alam Menggunakan Metode PROMETHEE II,” J. TEKNO KOMPAK, vol. 18, no. 2, pp. 355–367, 2021, doi: 10.33365/jtk.v18i1.3883.

Rasyidah, A. Alanda, R. Hidayat, H. Amnur, A. Erianda and H. A. Mooduto, "AHP-EDAS Approach and Winnowing Algorithm in the Management of Supervisor Appointment," 2025 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT), Padang, Indonesia, 2025, pp. 63-70, doi: 10.1109/COMNETSAT68601.2025.11324844.

M. Sikalo, A. Arnaut-berilo, and A. Delalic, “A Combined AHP-PROMETHEE Approach for Portfolio Performance Comparison,” IJFS, vol. 11, no. 1, p. 46, 2023, doi: 10.3390/ijfs11010046.

A. Indriyani and R. A. Putri, “Sistem Pendukung Keputusan Dalam Pemilihan Buah Semangka yang Layak Dijual Menggunakan Metode AHP dan PROMETHEE,” JSON, vol. 5, no. September, pp. 33–34, 2023, doi: 10.30865/json.v5i1.6743.

M. A. Setiawan and S. Hartini, “Pemilihan Supplier Bahan Baku Daging Untuk Proses Produksi Catering Dengan Metode AHP Dan PROMETHEE,” JOTI J. Optimasi Tek. Ind., vol. 4, no. 2, pp. 59–66, 2022, doi: 10.30998/joti.v4i2.13633.

S. Bella, R. R. Hendarmin, and M. K. Ratu, “PENGARUH PENGETAHUAN AKUNTANSI DAN KEMAMPUAN TEKNIK PERSONAL TERHADAP EFEKTIVITAS SISTEM INFORMASI AKUNTANSI (SURVEY PADA PELAKU UMKM DI KECAMATAN KALIDONI PALEMBANG),” JRPP, vol. 7, pp. 6474–6483, 2024, doi: 10.31004/jrpp.v7i3.29034.

H. Kurniawan, W. Apriliah, I. Kurniawan, D. Firmansyah, S. Informasi, and S. Pinjam, “PENERAPAN METODE WATERFALL DALAM PERANCANGAN SISTEM INFORMASI PENGGAJIAN PADA SMK BINA KARYA KARAWANG,” J. Interkom, vol. 14, pp. 159–169, 2020, doi: 10.35969/interkom.v14i4.58.

D. Herdhiansyah, S. Sudarmi, S. Sakir, and A. Asriani, “Analisis Faktor Prioritas Pengembangan Komoditas Perkebunan Unggulan Dengan Metode Ahp (Analtycal Hierarchy Process,” J. Tek. Pertan. Lampung (Journal Agric. Eng., vol. 10, no. 2, p. 239, 2021, doi: 10.23960/jtep-l.v10i2.239-251.

N. Kannia and F. Frieyadie, “Analisa Pemilihan Aplikasi Pemesanan Makanan Online Menggunakan Metode Analytical Hierarchy Process (AHP),” J. Sos. Teknol., vol. 2, no. 11, pp. 972–983, 2022, doi: 10.36418/jurnalsostech.v2i11.479