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All Journal AKADEMIKA Jurnal Nasional Komputasi dan Teknologi Informasi Specta Journal of Technology JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) International Journal of Engineering, Science and Information Technology Jurnal Informatika dan Teknologi Komputer ( J-ICOM) Journal La Multiapp Bulletin of Computer Science Research Jurnal Informatika Teknologi dan Sains (Jinteks) Jurnal Ilmu Komputer ELOQUENCE: Journal of Foreign Language Jurnal Sistem Informasi dan Bisnis Cerdas Jurnal Akuntansi Manado (JAIM) Jurnal Teknologi Informasi Indonesia Journal of Innovative and Creativity Journal of International Multidisciplinary Research Riau Jurnal Teknik Informatika Jurnal Karya untuk Masyarakat (JKuM) Jurnal Nasional Komputasi dan Teknologi Informasi Jurnal Repositor
Wahyudin Hasyim
Universitas Muhammadiyah Gorontalo
Aerospace Engineering Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Neuroscience Physics Social Sciences Transportation Other

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Implementasi Data Mining Dengan Metode Apriori Dalam Menentukan Pola Pembelian Obat akbar hulalata; Wahyudin Hasyim; Frangky Tupamahu
Jurnal Informatika dan Teknologi Komputer (J-ICOM) Vol 7 No 2 (2026): Jurnal Informatika dan Teknologi Komputer ( J-ICOM)
Publisher : E-Jurnal Universitas Samudra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55377/j-icom.v7i2.14566

Abstract

This research was conducted based on the large amount of pharmacy drug sales transaction data that has not been optimally utilized as a source of information to support decision-making. The study aims to implement the Apriori algorithm on drug purchase transaction data at Seruni Pharmacy to identify consumer purchasing patterns and support decision-making processes. The data used consisted of 13,068 drug sales transactions from 2021–2025, with 12,700 transactions analyzed after the preprocessing stage. The analysis process was carried out using RapidMiner with a minimum support value of 10% and a minimum confidence value of 60%. The results of the study produced 140 association rules indicating relationships between drug purchase products. One of the rules with the highest confidence value of 99% showed that consumers who purchased herbal products, medical devices, and wound care products also tended to purchase topical ointment cream simultaneously. In addition, associations were found between generic prescription drugs and limited over-the-counter drugs with confidence values of 71% and 78%, respectively. Based on these results, the Apriori algorithm was proven effective in identifying drug purchasing patterns and can be utilized to support inventory management, product arrangement, and promotional and marketing strategies at Seruni Pharmacy.
Co-Authors Abdul Pattawe Adit Pandri Alhasni Ainun Dwi Silfani S. Dukalang akbar hulalata Aliffia Afwa Briliana Alter Lasarudin Anugrah Haq Bagus Setio Raharjo Bakari, Sitti Nurfatimah Biya, Indrawati Citra Ayu Desi A Yusuf Dian Lestari R Djainab Humolungo Dwi Fanti Utina Fatiya Ointu Fatmawati Meilan Harun Febrianto Hakeu Frangky Tupamahu Furqan, Andi Chairil Gani, Hilmansyah Habie, Khairul Fathan Hadi Pratomo Hanapi, Aan Handayani, Tri Pratiwi Hapsa Husain Hasanah, Ika Nur Hendra Agus Ibrahim, Irawan Indah Bakari Indah Lestari Samauna Ivone Djafar Juana Putri Maku, Rubiyanto Masri, Muhamad Megawati - Moh. Firgiawan Dunggio Moh. Rizky Lumani Mohamad Akmal Djeden Mohamad Ilyas Abas Muhammad Din Natalia R Simon Novi Bouti Noviyanti Patak Lembang Nunu Fadna Adam Nur Delacruz Nursetiawati Nursetiawati Nurul Aini Pakaya Parman, Rahmawaty Rahmatia Mohi Rapia Yakob Ingahu Renata H. Salalu Rian Djamaini Rindiyani Saputri Agu Rizal Lamusu Roy Dumako Roy Dumako Rubiyanto Maku Salahuddin Liputo, Salahuddin Siti Juliana Pakaya Sri Ariyanti Sabiku Stevie Eka Putri Lamato Sulistyawati, Ni Kadek Syahrial Tri Pratiwi Handayani Tupamahu, Franky Verliana Kiayi Widya Eka Pranata