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All Journal dCartesian: Jurnal Matematika dan Aplikasi Jupiter Techno.Com: Jurnal Teknologi Informasi Jurnal Simetris Jurnal Buana Informatika Bulletin of Electrical Engineering and Informatics Telematika Jurnas Nasional Teknologi dan Sistem Informasi Khazanah Informatika: Jurnal Ilmu Komputer dan Informatika Jurnal Ilmiah Dinamika Rekayasa (DINAREK) Sistemasi: Jurnal Sistem Informasi Jurnal Informatika INOVTEK Polbeng - Seri Informatika Techno Nusa Mandiri : Journal of Computing and Information Technology JURNAL ILMIAH INFORMATIKA JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Jurnal Informatika Universitas Pamulang Indonesian Journal of Computing and Modeling J-SAKTI (Jurnal Sains Komputer dan Informatika) JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) CCIT (Creative Communication and Innovative Technology) Journal JUKANTI (Jurnal Pendidikan Teknologi Informasi) Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) JIKA (Jurnal Informatika) Aiti: Jurnal Teknologi Informasi Jurnal Teknik Informatika (JUTIF) Jurnal Ilmiah Wahana Pendidikan J-SAKTI (Jurnal Sains Komputer dan Informatika) Jurnal Nasional Teknik Elektro dan Teknologi Informasi J-Icon : Jurnal Komputer dan Informatika JEECS (Journal of Electrical Engineering and Computer Sciences) Jurnal Informatika: Jurnal Pengembangan IT Jurnal Pendidikan Teknologi Informasi (JUKANTI) Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen) d'Cartesian: Jurnal Matematika dan Aplikasi
Ramos Somya
Universitas Kristen Satya Wacana
Religion Agriculture, Biological Sciences & Forestry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Social Sciences Other

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Journal : Jurnal Informatika Universitas Pamulang

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Sequential Pattern Mining untuk Data Transaksi Penjualan Supermarket menggunakan Algoritm Generalized Sequential Pattern Albert Kurniawan; Ramos Somya
Jurnal Informatika Universitas Pamulang Vol 6, No 3 (2021): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/informatika.v6i3.12483

Abstract

Online supermarket sales transaction data is a sequence dataset. This data stores purchase transaction data made by customers, so it can be analyzed using Market Basket Analysis (MBA) approach. The problem that is often experienced by supermarkets is the difficulty of implementing the accurate sales strategy to consumers. Based on these problems, this research will analyze the West Superstore supermarket dataset based on the MBA approach. The algorithm used is the Generalized Sequential Pattern (GSP) algorithm, where this algorithm can generate frequent items and sequence patterns, so that the resulting rules can be more accurate. The GSP algorithm in this study is implemented in the Python programming language. The test results show that the output of Python is in accordance with the output of the GSP algorithm calculation. The time required for rule generation in the GSP algorithm also depends on the number of records being used. The more number of sales transactions to be analyzed, it needs longer time in computation. The analysis conducted on the sales dataset at the West Superstore resulted in 391 rules, where these rules can be used by supermarkets to implement their sales strategies.
Co-Authors Adriansa Wahyu Pramudita Agnes Cherrly Albert Kurniawan Albert Kurniawan Andre Wahyudi Andreas Krisna Nugraha Aprillia, Monika Beny Beny Charitas Fibriani Christine Dewi Corins Petricks Hematang Dandy Duggari Manik Deddy Unggul Wirawan Dewi Puspitasari Dewi Puspitasari Dody Agung Saputro Donny Julianto Setiawan Halim Eko Diliyanto Lewsi Fajar Fani Hartono Feldy Judah Kambey Griko Stefan Tambahani Halim Yosephine Hebertus Tanuwidjaja Hematang, Corins Petricks Hendry Hendry H Henri Andros Hindriyanto Dwi Purnomo Ineke M. A. Pakereng Jean Sontri Ananta Jessica Christiani Irawan Jonathan Febrianto Gunawan Juan Raynaldi Judah Kambey, Feldy Kirenias, Adar Klaudius Nikotino P Magdalena Ariance Ineke Pakereng Magdalena Ineke Pakereng Michael Bezaleel Wenas Michael Shawn Azaria Prasetyo, Landhung Budhi Pratyaksa Ocsa Nugraha Saian Raden Ikka Lestari Puteri raven wijaya Raynaldi, Juan Restiawan Yoga Pratama Retantyo Wardoyo Rini Kartika Hudiono Setiawan Chandra Utama Sigit Priyanta Sumbaluwu, Devin William Suprihadi T. Arie Setiawan P Tan Michelle Esmeralda Nathanael Timothy Wijaya Valenciana Tjahjono, Valenciana William Putra Wibawa Winarko, Edi Wirawan, Aditiya Putra Yearico Vio Euaggelion Yerymia Alfa Susetyo Yosia Kehat Driesa