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Journal : Enrichment: Journal of Multidisciplinary Research and Development

Grouping Education Students at Pusdikjas Institutions of The TNI-AD's Disjasad Using the K-Means Clustering Method Pramudjianto, Imam Wibowo; Ningsih, Ade Kania; Komarudin, Agus
Enrichment: Journal of Multidisciplinary Research and Development Vol. 1 No. 7 (2023): Enrichment: Journal of Multidisciplinary Research and Development
Publisher : International Journal Labs

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55324/enrichment.v1i7.64

Abstract

The Military Physical Education Center, known by the abbreviation Pusdikjasmil, is an implementation body that is directly under the TNI AD. Pusdikjas has the task of providing education in the military physical field to support the duties of the Indonesian Army. At the Pusdikjas agency, student data is obtained from the addition of students attending education each year. The process of admitting students to Pusdikjas institutions produces abundant value data and is repeated every year. By using data mining techniques, abundant student data can be grouped and analyzed to find information that is useful for Pusdikjas agencies. The algorithm used in this research is K-means clustering. The data used from 2018 - 2022 was 1428 data on coaching education students, with the variables used being NRP, attitude & and behavior, knowledge & and skills, and physical. Processed using the JavaScript programming language, this research produces optimal clusters, namely 2 clusters. cluster 1 with a total data of 751 students in cluster 1 describes a very satisfactory category of students, and cluster 2 with total data of 676 students. Cluster 2 describes the satisfactory student category. As for testing the quality of the clusters contained in the system using silhouette with results reaching 0.6543347543126016.
Decision Support System For Determining Food Menu Using Analytical Hierarchy Process (Ahp) Method Maulina, Ninda; Witanti, Wina; Komarudin, Agus
Enrichment: Journal of Multidisciplinary Research and Development Vol. 1 No. 7 (2023): Enrichment: Journal of Multidisciplinary Research and Development
Publisher : International Journal Labs

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55324/enrichment.v1i7.65

Abstract

Food menus in the culinary and restaurant industries often involve various complex features, such as food origin, food category, diet category, ingredients, and time. This study aims to develop a Decision Support System (DSS) based on the AHP method to assist chefs, restaurant managers and food business owners in compiling a diverse menu, meeting nutritional needs, taking into account certain preferences and limitations, and creating a pleasant dining experience. The Analytic Hierarchy Process (AHP) method can be used as a tool in making more effective and structured decisions. The results of this study indicate that the Analytic Hierarchy Process (AHP) method succeeded in producing relative weights for each criterion and sub-criteria, thus enabling priority in preparing food menus. In testing, this system is able to provide the best recommendations based on global priority values for certain types of food, which are expected to increase the variety and quality of food menus and meet consumer preferences and needs. Through experiments conducted using a Decision Support System, a decision model is formed that determines the priority for the weight of all criteria and alternatives. The results show preferences in the process of determining food menus by producing Cold Coffee with a value of 0.30 (29%), Biscuit Dough Donuts with a value of 0.25 (25%), Chicken Dimsum with a value of 0.21 (21%), Succotash with a a value of 0.15 (15%), and Toffee Banana with a value of 0.10 (10%).
Co-Authors Ade Kania Ningsih, Ade Kania Ade Kanianingsih Aditya Prakasa Aek Mustofa Aghnie Kurnia Aini Nurul Akhmadi Surawijaya Al Farisi, Muhammad Farid Alda Amorita Azza Alfarizi, Muhammad Bayu Ardi Asep Id, Hadiana Atika Hendryani Azhari, Anissa Azzahra, Bunga Juliana Bambang Suparapto Damayanti, Ariesta Daswara Djajasasmita Dea Destiani Deka P Gustiawan Denny Hidayat Tri Nugroho Devian, Devian Dewi Purnamasari Diansyah Andri Ramdhany Dimitri Mahayana Djamal, Esmeralda Contesa Eddie Khrisna Putra Edvin Ramadhan Eko Aziz Apriadi Erlangi, Fauzan Erlangi, Fauzan Erry Fuadillah Esmeralda C Djamal Esmeralda C Djamal Esmeralda C Djamal Esmeralda C. Djamal Esmeralda C. Djamal Esmeralda C. Djamal Esmeralda C. Djamal Fadilah, Vira Hasna Fahmi Yusron Fiddin Faiza Renaldi Faiza Renaldi, Faiza Fajri Rakhmat Umbara Farhan Fadilah Farid Purwanto Ferdi Zulkarnain Ferry Kurniawan Fitra Arifiansyah Galih Rakasiwi Gunawan Abdillah Gunawan Abdillah Gunawan Abdillah Gunawan Abdillah, Gunawan Hadiana, Asep Id Hadimas Aprilian, Doni Hafiz, Aliy Handayani, Indah Nursyamsi Hanif Abdul Aziz, Nabil Hardianto, Mohamad Aris Hartono, Rudi Ifo Wahyu Pratama Ike - Festiana Iman Muhdi Inggit Sumirah Irvan Herdiansyah Iskandar Iskandar Julianto, Ribut Kania Ningsih, Ade Kartika N Oktaviani Kasyidi, Fatan Kresna Septyana Ekaputra Krishna Putra, Eddie Kuncoro Buwono Kurniawan Ikhsan Kurniawan, Alexander Tommy Kurniawan, Fadhlika Kusuma Wardany M.Naufal Rafirhan Mandala, Muhamad Bintang Maulina, Ninda Mawar Anggraini Prabowo Melina Melina Mia Narulita Anggraeni Mohamad Aris Hardianto Muhammad Aditya Putra Muhammad Dwi Laksono Muhammad Iqbal Zulfikar Mulyasari, Cicik Rafka Muthoharoh, Luluk Nasy`an Taufiq Al Ghifari Nendra Cahya Permana Neni Nuraeni Nenza Nurfirmansyah Nisa, Khoirotun Novianti, Sri Hutamy Nuari Anisa Sivi Nugraha, Faisal Okta Nugraha, Faisal Okta Nugraha, Mochammad Ganjar Nur Muhammad Hasyim Nurhakim, Riri Qorib Nurputra, Windi Raihan Nurul Sabrina, Puspita Oki Iskandar Oryza Habibie Rahman P., Tacbir Hendro Pamungkas, Muhammad Putra Poppi Lodaya Pradana, Muhammad Rifqi Pramudjianto, Imam Wibowo Prima Nugraha Ramdani, Rahmat Muhamad Rasyid Ibnu Prasetyo Rezki Yuniarti Rezky Yuniarti Ribut Julianto Ridwan Ilyas Rifky Ekayama Rikarda, Willy Artanika Rikarda1, Willy Artanika Rizki Abdilah Rizkyawan, Ferdi Rozak Arief Pratama Sari, Reni Permata Sari, Wiwin Rita Sartika Dewi Selia Aysiah Septia Wahyuni Setyawati, Astri Sivi, Nuari Anisa Sopwatun Anisa Sri Hutamy Novianti Susana, Ernia Tacbir Hendro Pudjiantoro Vita Nurdinawati Wahidah, Nina Ikhwati Wahyu Eko Zulianto Wardani, Mathilda Fitri Wina Witanti Wina Witanti Wini Afrilia Wirajaya Putra, Basudewa Yajid Ichsan Syifa Yanuar, Muhammad Rizki Yulison H. Crisnanto Yulison Herry Chrisnanto