<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Sistem Rekomendasi Menu Makanan dan Minuman dengan \r\nMetode K- MEANS dan FP-GROWTH"^^ . "Sistem Rekomendasi Menu Makanan dan Minuman dengan \r\nMetode K- MEANS dan FP-GROWTH pada Cafe Milarian\r\nAsep Denih1)\r\n, Irma Anggraeni 2)\r\n, Yudiansyah3)\r\n1,2,3 Program Studi Ilmu Komputer, Fakultas Matematika dan Ilmu Pengetahuan Alam, \r\nUniversitas Pakuan\r\n1,2,3 Jl. Pakuan No.1, Ciheuleut, Bogor, 16143\r\nEmail: 1asep.denih@unpak.ac.id, \r\n2\r\nirma.anggraeni@unpak.ac.id, \r\n3\r\nyudiansyah04@gmail.com\r\nResearch aims to enhance operational efficiency and customer experience in a cafe \r\nthrough the implementation of data mining-based technology. The two main methods used \r\nin this study are K-Means Clustering and the FP-Growth Algorithm. K-Means is \r\nemployed to group customers based on their menu preferences and purchasing behavior, \r\nwhile FP-Growth is used to analyze frequently occurring purchase patterns. The \r\nimplementation of K-Means enables the cafe to devise more targeted marketing \r\nstrategies, adjusting menus and promotions to meet customer needs. Additionally, FP�Growth aids in identifying relationships between frequently co-purchased menu items, \r\nallowing the cafe to create more enticing bundled offers and boost cross-menu sales. The \r\nimplementation of this technology is expected to have a positive impact on customer \r\nsatisfaction, increase sales, and optimize inventory management in the cafe. By \r\ncombining these two methods, cafes can improve operational efficiency, provide a better \r\ncustomer experience, and compete effectively in the increasingly competitive cafe \r\nindustry.\r\nKeyword : Caffe Technology Efficiency, K-Means, FP-Growth, Product \r\nRecommendation"^^ . "2024-01-28" . . . . "Universitas Pakuan"^^ . . . "Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Pakuan"^^ . . . . . . . . . . . . . . . . . . "Asep"^^ . "Denih"^^ . "Asep Denih"^^ . . "Irma"^^ . "Anggraeni"^^ . "Irma Anggraeni"^^ . . "Yudiansyah"^^ . "Yudiansyah"^^ . "Yudiansyah Yudiansyah"^^ . . "Universitas Pakuan"^^ . . . "Fakultas Matematika dan Ilmu Pengetahuan Alam"^^ . . . "Program Studi Ilmu Komputer"^^ . . . . . . . "Sistem Rekomendasi Menu Makanan dan Minuman dengan \r\nMetode K- MEANS dan FP-GROWTH (Text)"^^ . . . "LAPORAN SIDANG SKRIPSI - 065117089 - Yudiansyah.pdf"^^ . . . "Sistem Rekomendasi Menu Makanan dan Minuman dengan \r\nMetode K- MEANS dan FP-GROWTH (Text)"^^ . . . "HALAMAN PENGESAHAN (1).pdf"^^ . . "HTML Summary of #8103 \n\nSistem Rekomendasi Menu Makanan dan Minuman dengan \nMetode K- MEANS dan FP-GROWTH\n\n" . "text/html" . . . "Ilmu Komputer"@en . .