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Journal : INFORMAL: Informatics Journal

Aplikasi Data Mining Asosiasi Barang Menggunakan Algoritma Apriori-TID I Made Dwi Putra Asana; I Gede Iwan Sudipa; A.A. Tri Wulandari Mayun; Ni Putu Suci Meinarni; Devi Valentino Waas
INFORMAL: Informatics Journal Vol 7 No 1 (2022): Informatics Journal (INFORMAL)
Publisher : Faculty of Computer Science, University of Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19184/isj.v7i1.30901

Abstract

Information about consumer spending patterns is needed by retail companies in determining promotion strategies, placing merchandise on shelves, and inventory management. Most applications in retail companies only produce information from the company side. Applications owned by the company have not been able to generate transaction activity information from the customer side. The transaction activity information from the customer side is knowing consumer spending patterns in terms of buying goods. This information can overcome problems that are often faced by companies, namely customer complaints when there is a vacancy in inventory of pairs of goods that are often purchased by customers. This article describes the application of association data mining with the Apriori TID algorithm. Apriori-TID is a development of the Apriori algorithm. Apriori-TID plays a role in finding frequent itemsets based on minimum support. The application can generate goods association rules based on the minimum support and confidence values entered by the user. The association data mining application features dataset import, dataset analysis, and print analysis result reports. The association rules generated by the application are evaluated using the lift ratio method. The number of transactions, minimum support, and minimum confidence affect the number of rules generated by the application.
Co-Authors A.A. Tri Wulandari Mayun Agus Ari Iswara, Agus Ari alit I Nyoman Alit Arsana Amer, Nabih Anggarawati, Putu Ratna Ardinata, I Putu Adi Aristamy, I Gusti Ayu Agung Mas Arta, I Putu Utama Asana, I Made Dwi Putra Baehaqi Devi Valentino Waas Devi Valentino Waas Dewa Ayu Pargita Apsari Dewa Ayu Putri Wulandari Dewi, Ni Luh Ervina Sunari Eddy Hartono Febyanti, Putu Ayu Gede Willdahlia, Ayu Gede Wirya Wardhana Grenaldo Ginting Happy Budyana Sari I Dewa Gede Dana Sugama I Gede Iwan Sudipa I Gede Made Swantika Pradnyana I Kadek Dwi Gandika Supartha I Kadek Dwi Mahendra Putra I Komang Arya Ganda Wiguna I Made Adi Swardana I Made Dwi Putra Asana I Nyoman Widhi Adnyana I Putu Agus Eka Darma Udayana, I Putu Agus Eka I Putu Hendika Permana I Wayan Yoga Widya Putra Ida Bagus Ary Indra Iswara Ida Bagus Darma Wiryatama Ida Bagus Komang Darma Wiryatama Ida Bagus Satriya Wibawa Indra Pratistha Jasmiari, I Gusti Ayu Karyana, I Putu Ditha Kerlania, I Gusti Ayu Agung Randhika Komang Ari Prasetia Komang Redy Winatha Kristina, Ni Made Yuli Lis Julianti Luh Anastasia Trisna Dewi Luh Anastasia Trisna Dewi Mahardika, Putu Arya Aditya Mohamad Hidayat Muhtar Muni, Gede Dharma Sahasra Murpratiwi, Santi Ika Netty Amelia Ni Kadek Ariasih Ni Kadek Ariasih, Ni Kadek Ni Kadek Nita Noviani Pande Ni Luh Putu Agetania NI LUH PUTU MERY MARLINDA Ni Putu Ayu Siska Wulantari Ni Putu Candra Eka Susanti Ni Putu Ratih Pradnya Dewi Ni Putu Yeny Nirmalasari Ningsih, Ni Made Ayu Priska Cahya Parmana, I Putu Gede Briand Permana, I Kadek Adi Priadinata, I Putu Bramasta Putra, Putu Satria Udyana Putri, Viorizza Suciani Putu Wirayudi Aditama Radhitya, I Made Leo Rismayanti, Ni Putu Indah Rizkita Ayu Mutiarani Rizkita Ayu Mutiarani Sandhiyasa, I Made Subrata Sanjaya, Wayan Putra Adi Sari, Happy Budyana Sari, Ni Wayan Yunita Sastaparamitha, Ni Nyoman Ayu J. Semara, Arya Aditya Widya Sephiarini, Ni Putu Satya Sutriasih, Ni Kadek Thalib, Emmy Febriani Utama, Liza Wayan Eny Mariani Wayan Gede Suka Parwita Wiguna, I Komang Arya Ganda Wijaya, I Nyoman Saputra Wahyu Willdahlia, Ayu Gede Willdahlia, Ni Putu Ayu Gede Winatha, Komang Redy Yasa, I Putu Pedro Kastika Yoga, I Gede Putra Sedana