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Widya Pratiwi
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Journal : Journal of Big Data Analytic and Artificial Intelligence

 1 
Implementasi Data Mining Menggunakan Algoritma Apriori Untuk Menentukan Tata Letak Obat Pratiwi, Widya; Fitriana, Ayu; Sinawati, Sinawati; Zulhilmi, Hafizhan
Journal of Big Data Analytic and Artificial Intelligence Vol 8 No 1 (2025): JBIDAI Juni 2025
Publisher : STMIK PPKIA Tarakanita Rahmawati

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71302/jbidai.v8i1.62

Abstract

The role of information systems has expanded to other layers of life, especially business sectors operating in the health sector. Improving service and performance productivity in the health sector, one of which is pharmacies. This study aims to identify drug dispensing patterns at 24-hour pharmacies in Tarakan. A 24 hour ready pharmacy is a business place that operates in the field of selling medicines, the sales are still manual and the data is stored as an archive, so there is no application that can help the pharmacy owner in knowing the combination of medicines purchased and in determining the layout of medicines that are still not in accordance with the requirements. alphabetical order, based on tablet drug category. This research aims to determine the relationship between drugs purchased by consumers and how to implement data mining to determine the combination of drug sales at 24 Hour Ready Pharmacies. This research was carried out in several stages. The first stage creates tabular transaction data. The second stage is to determine minimum support and minimum confidence. The third stage is to calculate itemset combinations. The fourth stage is calculating confidence and the fifth stage is making a rule or decision rule..
Co-Authors Abdillah, Andi Arif Abu Bakar Abu Bakar Acfira, Lukytta Gusti Acfira Adillah Sulistiawati Adiyono Adiyono Afriyani, Fina Ahda Faza Hunafa Aini, Baiq Quratul Akbar Wibriansyah Al Azhar L Al-Ghazali Alfiyah, Siti Almerveldy Azaria Dohong Almur, Verawaty Andary, Ria Wuri Andreani, Andreani Anggraini, Zepa Anisa Ruhi Shabrina Ariyanto M Ariyanto M Ariyanto. M, Ariyanto. M Arman Tjoneng Armansyah Matondang, Armansyah Atmanto, Kusumo Adi Arji Aulia Rahma Ayu Fitriana Banuaji, Datu Azura Bincar Nasution Budur, Syarifah Ummu Burhanuddin Candra, Devilia Dwi Chatarina Umbul Wahyuni Chotib, H. M. Darmawanto Darmawanto Darmawanto Darmawanto, Darmawanto Dedi Epriadi Deni handani Dhian Satria Yudha Kartika Elsyra, Nova Eni Nurhayati, Eni Epriadi, Dedi Eva Marlina Fadila, Salsya Bella Nur Fahmi, Rohmat Ubaidillah Fajrin Priadinata, Akhmad Farhan, Andi Aulia Farida Yuliaty Feri Antoni Feri Maulana Fitri, Anindo Saka Fitri, Syarifah Massuki Fitriayanti Gonjales, Nana Timorida Hadi, Tasya Diva Fortuna Haji Muhammad Chotib Hamirul Hamirul Hamirul Hamirul Hamirul, Hamirul Hasdani Helva Rahmi Herian, Anisah Hidayat, Nanang Al Hilaly, Salwa Ghaliyah indah, widya Istianingsih, Nanik Iswahyu Pranawukir Jannatuzzahra, Khoirunisa Jesika, Silvia Johar Alimuddin, Johar Joshua Sebastian Pratama Sondakh Juhana Juniarsih, Delvita Kamaliah Kamaliah Kartika, Annisa Dita Putri Kholisah, Siti Nur Kosasih, K Laurensi br Kaban Maharani Puspa Sari Mahardika, Fajar Mardansyah . Mardiansyah Marlina, Eva Mart Hindrasyah Pandia, Dhayu Matias Yoki mawadda Melysa Hayati Mivtahul Jannah Mona Sihombing Muhaimin Abdullah Muhammad Nasir Muhammad Syukri NABILA, SALMA Nasution, Ali Napiah Nasution, Musthofa Lutfi Natalia, Dita Ayu Rani Nova Elsyra Nur Latifah, Nur Nur Muniroh Nur ‘Azah Pahmi, Saepul Panji Ulum Prabowo, M. Bogie Rizki Pratama, Arista Puput Tri Agustine Putra, Agung Manik Septiana Putri Afiandian Rasul ratih ratih Relya Contesa Rezki Amelia Rody Kurniawan Rohmah Rifani Roskia Rusdi Rusdi Rusdi Rusdi Rusnaini, Sasmita S.Pd. M Kes I Ketut Sudiana . Salsabilla, Kharisma Agustya Zahra Sasmita Rusnaini Sekar Melati Prima Shella Kesuma Dewi Silvia Jesika Silvia Jessika Sinawati, Sinawati suparjan suparjan Susilawati, Susilawati Syah Amin Albadry Syahwami, Syahwami Syifa Muzalifa Nadobudskaya Tarjo Tarjo Tarjo Tarjo Tasdin Tahrim Tasya Tomi Hendra Ulum, Panji Umi Alfiaty Imran Vip Paramarta Wening Sari Wiji Astika, Yulia Wulansari, Anita Yasmir, Yasmir Yuspiadi, Yuspiadi Zahra, Sazkia Rahma Zahran, Afif Ghani Zain, Ahmad Arifin Zulbahrain, Zulbahrain Zulhilmi, Hafizhan Zulkifli Zulkifli Zulkifli