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Journal : JUITA : Jurnal Informatika

Analysis and Implementation of the Apriori Algorithm for Strategies to Increase Sales at Sakinah Mart Karisma Dwi Fernanda; Arifin Puji Widodo; Julianto Lemantara
JUITA: Jurnal Informatika JUITA Vol. 11 No. 2, November 2023
Publisher : Department of Informatics Engineering, Universitas Muhammadiyah Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30595/juita.v11i2.17341

Abstract

Sakinah Mart is a retail business that focuses on determining the layout of goods based on perceptions and implementing a discount system for specific items, but without offering bundling packages. This research aims to provide recommendations using the apriori algorithm as a decision-making tool for analyzing the layout of goods and bundling packages. The apriori algorithm is a data mining technique used to discover association rules and analyze customer purchases, specifically identifying the likelihood of customers buying item X along with item Y. The algorithm consists of two main components: support and confidence. The research applies the Cross-Industry Standard Process for Data Mining (CRISP-DM) method, utilizing the apriori algorithm to analyze sales transaction data. The dataset includes 2000 sales transactions with two attributes, resulting in the identification of 2 and 3 itemsets. The findings include 16 rules with a minimum support value of 42% and a minimum confidence of 85% for the layout of goods. For bundling packages, 5 rules with a minimum support value of 40% and a minimum confidence of 90% were generated. These results offer valuable recommendations to the company, using the apriori algorithm for analyzing the layout of goods and bundling packages. 
Co-Authors A. B. Tjandrarini A.B. Tjandrarini Adelina Martfriena Adhim Jati Kusuma Adiarnita, Dini Aditya Darmawan Adjie Pramana Putra Afwan, Moh Agatra, Chandra Agatra, Chandra Agus Dwi Churniawan Ahmad Febri Aji, Marcus Nurtiantara Al Arif Rahmadika Putra Wicaksono Aldi Prasetio Alfian Angga Pradika Alhidayah Jamalludin Alim Rahmat Rido Alrafif Naufal Ghani Arifin Alyanto, Reissa Elvira Amalia, Rosi Nanda Amalia, Rosi Nanda Amelia Tan Amirulloh, Nur Amirulloh, Nur Anak Agung Gede Sugianthara Andari, Yuli Setiyo Suryo Andari, Yuli Setiyo Suryo Andi Rahmatullah Tohir Andi Rahmatulloh Tohir Andrean Ricky Setyaji Andri Pratama Putra Angen Yudho Kisoworo Angga Yudha Pradhana Anggara, Yusuf Bagus Anjik Sukmaaji Annisa, Cyntia Al Archam Ali Bachtiar ARIF KUSDIANTORO Arif Rahman Arifin Puji Widodo Arifin Puji Widodo Arifin, Ahmad Soleh Arifin, Alrafif Naufal Ghani Arifin, Bachtiar Ariyanti, Fitri Dwi Ariyanti, Fitri Dwi Arsyanti, Lidya Ananda Ayouvi Poerna Wardhanie Ayuningtyas Ayuningtyas Bachtiar, Archam Ali Bachtiar, Archam Ali Bagus, Andrew Bambang Hariadi Bambang Hariadi Bambang Trimaryanto Barbara, Ganimeda Agatha Barbara, Ganimeda Agatha Binar Kurnia Prahani Binawati, Lilis Budi Jatmiko Budi Jatmiko Budistria, Pungki Yoga Cahyadi, Jeffry Cahyo, Fachreza Ilham Dwi Caraka prasetya utama Casmina, Casmina Chandra Agatra Christavian, Yosua Christavian, Yosua Chusnina, Ulinnuha Jaza Cyntia Al Annisa Darmanto, I Made Budi Darmanto, I Made Budi Darmawan, Aditya Deo Marvin Yahya Deviera, Mawarizka Diaz, Dody Cipta Pratama Diaz, Dody Cipta Pratama Dody Cipta Pratama Diaz DWI CAHYONO Dwi Prasetyo Pambudi Edo Yonatan Koentjoro Effendi, Pradita Maulidya Eka Yuliana Eric Wijaya Erista Pramana Erkrista, Vadil Safrilian Erwin Saputra Erwin Soetomo Erwin Sutomo Fahmi, Ikmal Fahmi, Ikmal Faudi, Bayu Rachmanda Febrian Nanda Pratama Fitriyah, Luluk Fitriyah, Luluk Frastyawan, Nyoman Frastyawan, Nyoman Gadi, Muhammad Axelle Mahrus Ganimeda Agatha Barbara Guntoro, Radix Ardi Guntoro, Radix Ardi Hadi, Arysatya Handoko Handoko Handoko Handoko Hantoro, Yomanda Maulana Hantoro, Yomanda Maulana Hardman Budiardjo, Hardman Harliansyah, Novand Dwiki Harliansyah, Novand Dwiki Haryanto Tanuwijaya Henry Bambang Henry Bambang Henry Bambang Setyawan Henry Bambang Setyawan Hermawan, Thony Hermawati Tika Ayu Herwanda Ayu Destania Herwanda Ayu Destania Hikam, Dicky Sirojul I Gusti Ngurah Gandhi Prabawa I Made Budi Darmanto Ignatius Rahardhi Ikmal Fahmi Indrawati, Yuni Indrawati, Yuni Irawan, Andrian Chandra Irawan, Andrian Chandra Ismail Ismail Isnainul Amanda Perwirasari Jamalludin, Alhidayah Januar Wibowo Juli Tridantono Juniarti, Ni Nyoman Swastika Juniarti, Ni Nyoman Swastika Jusak Jusak Jusak Jusak Jusak Jusak Karisma Dwi Fernanda Ketut Tirtayasa Khurrosidin, Mifta Khusaini, Muhammad Fadhil Kiding, Patrick Kurniawan, Ramdhani KUSDIANTORO, ARIF Kusuma, Novianto Indra Lago, Oktavia Deyo Laras Tilottama Widya Lauw Wulandari Lay Naniek Lay, Filmon Andrean Lianata, Dave Lidya Ike Patricia Luky Rahman Luluk Fitriyah M. 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Sulistiowati Sulistiowati Sulistiowati Sulistiowati Sulistiowati Sulistiowati Sulistiowati Sulistiowati Sulistiowati, Dosen Pembimbing 1 Sulistiowati, Sulistiowati Sulistiowati, Sulistiowati Sulistiowati, Sulistiowati Sulistiowati, Sulistiowati Sulistiowati, Sulistiowati Sulistiowati, Sulistiowati Sulistiowati, Sulistiowati Sulistyowati Sulistyowati Sulitiowati Sulitiowati Sulitiowati, Sulitiowati Suprianta, I Ketut Adi Susanto, Tri Rudy Syahputra, Noval Azmi Tan Amelia Tan Amelia Tan Amelia Tantri Mindrawan Tantri Windarti taufiqurrahman, naufal as'ad taufiqurrahman, naufal as'ad Teguh Sutanto teja, arya teja, arya Thony Hermawan tiowati, Sulis Tiowati, Sulis Titik Lusiani Tommy Sanada Tony Soebijono Tony Soebijono Tri Puspa Rinjeni Tri Sagirani Triamukti, M. Adam Triamukti, M. 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