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Journal : International Conference on Industrial Revolution for Polytechnic Education

FREQUENT PATTERN ANALYSIS ON SALES DATA USING ECLAT ALGORITHMS TO DETERMINE SALES STRATEGIES Imam Fahrur Rozi, Yan Watequlis Syaifudin, Nursita Al Mufidah
International Conference on Industrial Revolution for Polytechnic Education Vol. 1 No. 1 (2019): International Conference on Industrial Revolution for Polytechnic Education
Publisher : PolinemaPress

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Abstract

Sales transaction data is one of the data that can be processed and analyzed as the object of a study. ECLAT algorithm is a development algorithm from the Apriori Algorithm which is often used to analyze sales transaction data. The ECLAT algorithm is an algorithm that uses a vertical data format to represent the data. The advantages of the ECLAT Algorithm are the process and performance of calculating support for all itemsets carried out in a more efficient way compared to the Apriori HUI-Miner Algorithm. ECLAT algorithm is used to help find frequent patterns on sales data, the results of which are product purchase rules that are often purchased simultaneously by consumers in one transaction. By using association rule mining results can be determined from the value of support and confidence of a product rule obtained. Based on the results of data analysis, the minimum effect of support for confidence and lift ratio is obtained if the higher the minimum support value is used, the more likely the resulting rule is. However, the percentage of rule results that get the test value of lift ratio above 1.00 is only a little. Meanwhile, if the minimum support value is used, then the possibility of the percentage rule that has a lift ratio above 1.00 more and more can be said to be a valid rule to be used as a suggestion for the rule of goods to be discounted.
Co-Authors Abdullah, Zaed Achmad, Ence Adevian Fairuz Pratama Al Masyriqi, Syifa’ul Ikrom Syifa’ul Ikrom Ardyningrum, Nabilah Argyanti Arida Ferti Syafiandini Ariyanto, Yuri Astiningrum, Mungki Atiqah Nurul Asri Auliya B, Muhammad Ayu, Tiara Imas Bariroh Isriya Nur Aini Budi Harijanto, Budi Devany Christabella Wijaya Dodo Zulkarnain DWI PUSPITASARI Dwi Puspitasari Erfan Rohadi Excellina Excellina Excellina, Excellina Fadelis Sukya, Fadelis Fahrur R, Imam Fanani, Muhamad Zainul Fatmawati, Triana Hafizh Rizqi Prisadana Hani’ah, Mamluatul Hudriyah Mundzir, Hudriyah Ika Oktavia Pristisari Imam Fahrur Rozi Irawan, Rizki Andi Kyaw, Htoo Htoo Sandy Mochamad Panggih Nirwanto Mufidah, Nursita Al Muhamad Aslam Amzazka, Muhamad Aslam Muhamad Zainul Fanani Muhammad Ashari Fajar Nugroho Muhammad Sofiul Fuad Ruslan Mustika Mentari Nabilah Argyanti Ardyningrum Nabilah Argyanti Ardyningrum Nadhila, Annisa Aulia Nadia Layra Aziza Nirwanto, Mochamad Panggih Nobuo Funabiki Nobuo Funabiki, Nobuo Nofyandi, Resqy Dwi Nur Aini, Bariroh Isriya Nursita Al Mufidah Pratama, Muhammad Irgy Prisadana, Hafizh Rizqi Pristisari, Ika Oktavia Priyanto, Febryan Senja Rahmad, Cahya Rahmadani, Alfiandi Aulia Resqy Dwi Nofyandi Rizki Andi Irawan Rosa Andrie Asmara Rudy Ariyanto Rudy Ariyanto Saputra, Pramana Yoga Satria, Banni Setiadi, Chandrasena Setiawan, Budhy Siradjuddin, Indrazno Siti Muzdalifatus Sa’adah Syafiandini, Arida Ferti Tiara Imas Ayu Tita Wijayanti Toga Aldila Cinderatama Utama, Cahyarizki Adi Yoppy Yunhasnawa Yunhasnawa, Yoppy Yuri Arianto Yuri Ariyanto Yuri Ariyanto Yuri Ariyanto Zulkarnain, Dodo