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

Authors

  • Susana Dwi Yulianti Politeknik Negeri Jakarta Indonesia
  • Shierra Intan Anggari Politeknik Negeri Jakarta Indonesia
  • Asep Kurniawan Politeknik Negeri Jakarta Indonesia

DOI:

https://doi.org/10.29407/fbvape02

Abstract

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.

Keywords:

MSME recommedation, Digital stalls, content filtering, laravel

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References

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Published

2025-07-10

Issue

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

Section

Articles

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Copyright (c) 2025 Susana Dwi Yulianti, Shierra Intan Anggari, Asep Kurniawan

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How to Cite

Rancang Bangun Sistem Rekomendasi Lapak Usaha UMKM Kota Depok Berbasis Web Menggunakan Laravel dan React.js. (2025). Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi), 9(2), 903-913. https://doi.org/10.29407/fbvape02