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Hikmatyar, Missi
Fakultas Teknik, Universitas Perjuangan Tasikmalaya
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Journal : Innovation in Research of Informatics (INNOVATICS)

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Unveiling Culinary Patterns: Implementation Of K-Means Clustering Algorithm on Food Products in Cafes Gumelar, Lasmi Lasmini; Ruuhwan, Ruuhwan; Hikmatyar, Missi
INNOVATICS: International Journal on Innovation in Research of Informatics Vol 5, No 2 (2023): September 2023
Publisher : Department of Informatics, Siliwangi University, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37058/innovatics.v5i2.8665

Abstract

Barcode Se'i and Coffee is one of the cafes on JL. Major Utarya, No. 48, Empangsari, District. Tawang, Tasikmalaya. Barcode Se'i and Coffee is quite famous because the concept of the place is nice, comfortable, and instagrammable. Not only that, but the Barcode café was also the first to create cow sei in Tasikmalaya. By analyzing the cafe menu groupings, information can be found regarding the level of menu sales. This type of analysis, capable of assessing sales levels, involves the use of data mining techniques such as clustering. Data mining is a data processing stage that aims to identify and extract patterns from a certain set of data. One of the methods included in data mining is the clustering technique. Reclassification techniques are used to group objects into several groups based on observed indicators, ensuring that all objects have a significant level of similarity compared to objects placed in different groups. With Rapidminer software and using the k-means algorithm with sales data for 11 months with the calculations carried out producing 5 clusters. Based on the comparison results of 3 K-Means algorithms with different K values, namely 3, 4, 5, the result from Davies Bouldin with a value close to 0 is a value with K 5, with the result from Davies Bouldin being - 0.912.
Co-Authors Adherda, Diva Tifanny Ardiani, Annisa Azzahra, Salma Natasya Dona Setia Umbara Dwi Adinda, Manda Dwi Wijayanti Ega Nugraha EVA FARIDAH Evi Dewi Sri Mulyani Fadilah, Nizar Fadillah, Muhammad Gustyar Fajar Nugraha Faturahman, Muhammad Rizqi Febriani, Winarti Dwi Geofanny, Tya Agnesya Gumelar, Lasmi Lasmini Gustaman, R Joni Hatma Heris Mahendra Herdianto, Heri Hilma Lutfiani Indra Dwi Cahya Septiandi Iqbal, Fauzan Muhammad Ismu Arief, Mizar Kania Aulia Kasyfurrahman, Muhammad Akbar Khodijah, Amalia Siti Kusuma Agdhi Rahwana Kusumahdinata, R. Ramdan Mochamad Restu Rachmawan Muhamad Abdul Rofi Nasrudin Nasrudin Nugraha, Erin Fajrin Nugraha, Fajar Nuraeni, Racjmawati Dwi Nurani, Riga Zahara Pandi Kurniawan Purwoko, Agus Putra, Aditia Surya R. Arif Malik Ramadhan Racjmawati Dwi Nuraeni Retno Dyah Pekerti Riga Zahra Nurani Riza Fatimah Zahrah Rizhan Dwi Putra Herlambang Rizki Hadiwijaya Zulkarnaen Rudi Hartono Rudiana, Irfan Faris Ruuhwan Ruuhwan Ruuhwan Ruuhwan Sacadiraksa, Widia Sacadiraksa, Widia Fajrin Seftiawati, Lisma Setiadji Setiadji Shinta Siti Sundari Sudiarjo, Aso Sutrisno, Gilan Praditiya Syahrul Anwar, Dede Teuku Mufizar Wiranatakusumah, Riyan Wulansari, Nindi Ayu Yundari, Yundari Yusuf Sumaryana Zery Hendra