PENGEMBANGAN APLIKASI DESKTOP SKINCARE UNTUK REKOMENDASI PRODUK DAN  PENJUALAN BERDASARKAN JENIS KULIT

Rolly Junius Lontaan; Marshanda Saroinsong; Monica Sumual; Mitchelly Masengi; Tiara Mamuaja

doi:10.35143/jkt.v11i2.6781

Authors

Rolly Junius Lontaan Klabat University
Marshanda Saroinsong Univeristas Klabat
Monica Sumual Univeristas Klabat
Mitchelly Masengi Univeristas Klabat
Tiara Mamuaja Univeristas Klabat

DOI:

https://doi.org/10.35143/jkt.v11i2.6781

Keywords:

Skincare, Facial Skin, Desktop Applications

Abstract

Skincare products are increasingly used to address various facial skin problems, maintain skin health, and enhance self-confidence. However, the diversity of skin types and the wide range of skincare products available on the market often make it difficult for users to choose the most suitable products. To address this issue, this study developed a desktop-based skincare application equipped with a recommendation system that uses rule-based and weighted scoring methods, implemented using Python and a MySQL database. The recommendation system analyzes users’ skin types and evaluates the compatibility of product ingredients to generate more accurate recommendations. The test results show that the application can provide suitable recommendations for four skin type categories (dry, oily, sensitive, and combination) with a recommendation suitability level of 84% based on user evaluation. In addition, the application offers a product sales feature that facilitates the process from product selection to purchase. Therefore, this application serves as an effective digital solution to help users determine the right skincare products according to their specific skin needs.

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Author Biographies

Rolly Junius Lontaan, Klabat University

Univeristas Klabat Minahasa Utara
Marshanda Saroinsong, Univeristas Klabat

Univeristas Klabat Minahasa Utara
Monica Sumual, Univeristas Klabat

Univeristas Klabat Minahasa Utara
Mitchelly Masengi, Univeristas Klabat

Univeristas KlabatMinahasa Utara
Tiara Mamuaja, Univeristas Klabat

Univeristas KlabatMinahasa Utara

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