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All Journal PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic JREC (Journal of Electrical and Electronics) Jurnal Algoritma Jurnal Informatika Journal of Information System Wikrama Parahita : Jurnal Pengabdian Masyarakat Information System for Educators and Professionals : Journal of Information System Faktor Exacta Technomedia Journal Petir JSI (Jurnal sistem Informasi) Universitas Suryadarma JOURNAL INFORMATICS, SCIENCE & TECHNOLOGY JISICOM (Journal of Information System, Infomatics and Computing) Jurnal Pengabdian Al-Ikhlas Jurnal Manajemen Informatika Jayakarta Journal of Students‘ Research in Computer Science (JSRCS) Bulletin of Information Technology (BIT) Jurnal Algoritma INFORMATION SYSTEM FOR EDUCATORS AND PROFESSIONALS : Journal of Information System Innovative: Journal Of Social Science Research Jurnal Dharmabakti Nagri International Journal of Information Technology and Computer Science Applications (IJITCSA) Indo Green Journal Journal of Computer Science Contributions (Jucosco) Jurnal Rekayasa Informasi Journal of Informatics and Information Security Indo Green Journal Jurnal Riset Informatika dan Teknologi Informasi (JRITI)
Dwipa Handayani
Informatics, Faculty Of Computer Science, Bhayangkara Jakarta Raya University
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Journal : Technomedia Journal

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Analisa Perancangan Sistem Informasi Dengan Fitur Rekomendasi Menggunakan Algoritma Apriori Fathurrozi, Ahmad; Hariyanto; Prio Pamungkas, R Wisnu; Kustanto, Prio; Noeman, Achmad; Handayani, Dwipa
Technomedia Journal Vol 8 No 2 Oktober (2023): TMJ (Technomedia Journal)
Publisher : Pandawan Incorporation, Alphabet Incubator Universitas Raharja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/tmj.v8i2.2003

Abstract

This Ilham Green Shop has just started an online business by selling types of plants which are a growing business area now, but this Ilham Green Shop only has a few buyers, this is because the Ilham Green Shop has not been seen or heard among the public, so it is necessary a sales information system with a recommendation feature built using the PHP and MySQL programming languages and tested by the blackbox - testing method. Data collection techniques used are observation, interviews, and literature study. For processing sales transaction data using the Apriori Algorithm to get more accuracy in the process of processing data on the plant sales information system to find data on the best-selling plant products and see the buying pattern of a buyer by calculating the minimum support value and minimum confidence value to determine the association rules for a combination of itemset. . The results of the Apriori Algorithm calculation in this sales information system with sales transaction data from 03 December 2021 – 30 May 2022 obtained from Ilham Green Shop obtained the lift test value of 1.55 using the minimum support value = 10%, the minimum confidence value = 40% who form association rules with a confidence value of 93.55%. From these results it can be concluded, by processing plant product data with the Apriori Algorithm, it is able to provide good plant recommendations, so Ilham Green Shop can determine a strategy by multiplying the best-selling plant nurseries to get a lot of profit and recommending them to attract buyers' interest.
Co-Authors Abrar Hiswara Achmad Noeman Achmad Noeman Achmad Noeman Adi Muhajirin Agus Hidayat Akbar Rafni Rafsan Jani Andy Achmad Hendharsetiawan Ardhiyanto, Ozzi Asep Ramdhani Mahbub Asghor, Ali Asrika, Sukwati Dewi Ayu Diah Rositawati Bayu Pratama Caroline Julyana Magdalena S. Chan, Muhammad Nauval Damara, Rian Dani Yusuf Dani Yusuf Dani Yusuf Deo Pratama Putra Dian Hartanti Dimas Permadi Dwi Budi Srisulistiowati Dwidayanto, Ardiansyah Dwijayanthi Nirmala, Indah Fadhillah, Muhammad Fahmi Fadilah, Fikki Arsyi Nur Fadillah P, Yoga Fathurrazi, Ahmad Fathurrozi, Ahmad Febian, Guruh Putra Fitriyani, Linda Fransisco Leo Sinema Gea Fried Sinlae Ginting, Andre Saputra Ginting, Brian Permana Haikkal, Mochammad Hanif, Farhan Abiyyu Hantoro, Kusdarnowo Hariyanto Hasri, Sutan Keysar Gifari Hendarman Hendarman Hendarman, Hendarman Hendarman Lubis Hendharsetiawan, Andy Achmad Herdiansyah, Dafa ISNAWATI Isyadi, Muhammad Zhidan Jani, Akbar Rafni Rafsan Kapriadi, Engkap Karyaningsih, Dentik Kristian Vieri, Jhon Kurnia, Ferdi Kurniawan, Kelvin Kusnadi, Aldiansyah Kustanto , Prio Kusumah, Muhammad Assegaf Raja Larasati, Gabriella Putri Lestari, Tyastuti Sri Lubis, Hendarman Mahbub, Asep Ramdhani Maulana, Muhammad Ismam Mayadi Mhammadin, Habib Mugiarso Mugiarso, Mugiarso Muhammad Yasir Muhammad Yasir Muhammad Yazid Mukhlis Nafianto, Dwi Noe'man, Achmad Noeman, Achmad Noe’man,, Achmad No’eman, Achmad Nur Afifah Nurfirdaus, Muh. Iqbal Rizky Pamungkas, Arya Panca Priatna , Wowon Prio Pamungkas, R Wisnu Pujiono, Krisna Dimas Rabbani, Nizar Bagoes Rafi, Athala Rahelliana Tinambunan Rahma Vadilla Raihan, Abdul Muhammad Rasim, Rasim Ratna Salkiawati Rawinto, Irsyad Retno Wulandari Retno Wulandari Robertus Suraji RR. Ella Evrita Hestiandari Santi Noviyanti Saputra, Virga Hendra Siti Setiawati Sri Lestari, Tyastuti Sri Marini Tb Ai Munandar Tb Ai Munandar Tb Ai Munandar, Tb Ai Triawati, Hervira Tyastuti Sri Lestari Verdi Ganda Manalu WAHYUDI, DIKI Wicaksono, Ahmad Bayu Widyanto, Abdillah Prayoga Wiwiet Yuliana Putri Yogaswara, Nadhif Zahir, Muhammad Rafli Alta Zebua, Yedija Salomo