Rancang Bangun Sistem Rekomendasi Lapak Usaha UMKM Kota Depok Berbasis Web Menggunakan Laravel dan React.js

Dwi Yulianti, Susana
Intan Anggari, Shierra
Kurniawan, Asep

Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi)
Vol. 9 No. 2 (2025): Prosiding Seminar Nasional Inovasi Teknologi Tahun 2025

Micro, Small, and Medium Enterprises (MSMEs) play a vital role in the economy but often face challenges in finding strategic business locations and building collaboration. This study aims to design a web-based business space recommendation system to support MSMEs in Depok City. The system was developed using the Waterfall model and a content-based filtering approach for its recommendation algorithm. Laravel and React.js were used for the system development, integrated with a Python Flask-based recommendation service. The results show that the system functions effectively with 100% success in black box testing. The System Usability Scale (SUS) score reached 79%, and the User Acceptance Test (UAT) score was 86.8%, indicating high user acceptance. The recommendation system achieved a precision rate of 80%, demonstrating the algorithm’s effectiveness in providing relevant location suggestions. This system is expected to serve as a digital solution to enhance MSMEs’ visibility and collaboration opportunities.