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All Journal Jurnal Informatika Teknologi dan Sains (Jinteks)
Daulah, Rafly Maulana
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Computer Science & IT Control & Systems Engineering

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PENERAPAN COLLABORATIVE FILTERING PADA SISTEM PEMESANAN MENU KAFE UNTUK MENINGKATKAN CROSS-SELLING BERBASIS ANDROID Daulah, Rafly Maulana; Sejati, Rr. Hajar Puji
Jurnal Informatika Teknologi dan Sains (Jinteks) Vol 6 No 4 (2024): EDISI 22
Publisher : Program Studi Informatika Universitas Teknologi Sumbawa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51401/jinteks.v6i4.4874

Abstract

Cafes have become an essential part of lifestyle in today's digital era, with increasing customer demand for unique and diverse culinary experiences. This study aims to develop an Android-based cafe menu ordering system by implementing the Collaborative Filtering method to improve cross-selling practices. This system is designed to provide personalized menu recommendations based on customer preferences and behavior. Using previous transaction data, this system can suggest additional products that are relevant to the customer's main order, such as suggesting cakes or snacks with coffee. The implementation of this technology is expected to increase customer satisfaction and transaction value in cafes.
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