Sistem Rekomendasi Pemilihan Komponen Komputer Menggunakan Metode AHP dan Profile Matching

 Ageng Salmanarrizqie (Universitas Dr. Soetomo, Surabaya, Indonesia)
 (*)Anik Vega Vitianingsih Mail (Universitas Dr. Soetomo, Surabaya, Indonesia)
 Yudi Kristyawan (Universitas Dr. Soetomo, Surabaya, Indonesia)
 Anastasia Lidya Maukar (President University, Bekasi, Indonesia)
 Fitri Marisa (Universitas Widyagama, Malang, Indonesia)

(*) Corresponding Author

Submitted: April 24, 2024; Published: July 26, 2024

Abstract

Computers have become one of the technological tools that play a crucial role in enhancing society's productivity. Therefore, many desktop computer users assemble their own computers to achieve computer performance according to their preferences or needs. However, some people lack information about the variations, specifications, and capabilities of each computer component to be assembled. This research offers a recommendation system that is part of a decision support system (DSS) to assist users in providing recommendations for computer components that are being sought and needed based on brand, price, and specifications using the Analytic Hierarchy Process (AHP) and Profile Matching methods. Parameters are based on the processor, motherboard, graphics card (VGA), storage, RAM, power supply, and casing with priority categories based on specifications, price, and brand. Data weighting is done using the Analytic Hierarchy Process (AHP) method, while the Profile Matching method is used for ranking the weighting results. The research results show an accuracy rate of 60% using the Profile Matching method, while the AHP method achieves an accuracy rate of 57%.

Keywords


Recommendation Sistem; Decision Support Sistem; Components Computer; AHP; Profile Matching

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