Data Mining Algoritma Apriori Menentukan Pembelian Material Konstruksi Bangunan
Keywords:
Data mining, Apriori, Materials, Construction, BuildingsAbstract
In Indonesia, several different types of construction materials are extensively utilized, particularly for houses or structures and other infrastructure sectors. Building materials might be constructed of metal/iron, wood, concrete, or reinforced concrete. Houses, buildings, or all facilities, equipment, or infrastructure such as bridges, road construction, and telecommunications facilities are commonly referred to as structures. Material is extremely significant in deciding project costs. Due to a lack of effective planning and control during the construction implementation stage, the usage of materials in the field frequently results in huge volumes of material remaining, hence measures to limit material waste are critical to implement. The goal of this research is to choose building materials. This study uses a data mining technique with an a priori algorithm and the results of this study can be utilized to see consumer selection patterns to boost product sales, as well as the subsequent decisions to enhance product sales, as well as see the resulting decision to assist in the selection of building construction materials in the City of Batam.References
Clifford J Schexnayder and Christine M Fiori. 2021. Handbook for Building Construction: Administration, Materials, Design, and Safety. ISBN 9781260456899. McGraw-Hill Education Publisher.
Roy Chudley, Roger Greeno and Karl Kovac. 2020. Chudley and Greeno's Building Construction Handbook. ISBN: 9780367135423. Routledge Publisher.
Eva Kultermann and William P. Spence. 2021. Construction materials, methods and techniques: building for a sustainable future. ISBN 9781305086272. Cengage Learning Publisher.
Francis D. K. Ching. 2020. Building Construction Illustrated. ISBN 9781119583080. John Wiley & Sons publisher.
Joao M.P.Q. Delgado. 2021. Efficient and Suitable Construction. ISBN 9783030628284. Springer International Publishing.
James Jaccard and Jacob Jacoby. 2020. Theory Construction and Model-Building Skills: A Practical Guide for Social Scientists. ISBN 9781462542437. Guilford Press.
A. R. Riszky, and M. Sadikin, "Data Mining Menggunakan Algoritma Apriori untuk Rekomendasi Produk bagi Pelanggan," Jurnal Teknologi dan Sistem Komputer, vol. 7, no. 3, pp. 103-108, Jul. 2019. https://doi.org/10.14710/jtsiskom.7.3.2019.103-108
Qisman, R. Rosadi and A. S. Abdullah, "Market basket analysis using apriori algorithm to find consumer patterns in buying goods through transaction data (case study of Mizan computer retail stores).," Journal of Physics: Conference Series, pp. 1-13, 2021
Simanjuntak, P., Pangaribuan, H., & Syastra, M. T. (2021). Data Mining Rekomendasi Pemakaian Skincare. MEANS (Media Informasi Analisa dan Sistem), 80-83.
Buulolo, DATA MINING UNTUK PERGURUAN TINGGI, Yogyakarta: DEEPUBLISH (Group Penerbit CV BUDI UTAMA), 2020.
BUDIYATI, Endah; HURNININGSIH, Hurniningsih; LUSITA, Melani Dewi. IMPLEMENTASI METODE ALGORITMA APRIORI UNTUK PENEMPATAN BUKU PADA RAK PERPUSTAKAAN STMIK JAKARTA STI&K. JISICOM (Journal of Information System, Informatics and Computing), [S.l.], v. 4, n. 1, p. 30-39, june 2020. ISSN 2597-3673
E. - and . S. P. Tamba, “Penerapan Data Mining Algoritma Apriori Dalam Menentukan Stok Bahan Baku Pada Restoran Nelayan Menggunakan Metode Association Rule”, JUSIKOM PRIMA, vol. 5, no. 2, pp. 97 - 102, Feb. 2022.
Putra, JL, Raharjo, M., Sandi, TAA, Ridwan, R., & Prasetyo, R. (2019). Implementasi Algoritma Apriori Terhadap Data Penjualan Pada Perusahaan Ritel. Jurnal Pilar Nusa Mandiri, 15(1), 85–90.
R. R. Rerung, “Penerapan Data Mining dengan Memanfaatkan Metode Association Rule untuk Promosi Produk,” J. Teknol. Rekayasa, vol. 3, no. 1, Juni, pp. 89–98, 2018.
I. Djamaludin and A. Nursikuwagus, “Analysis of Consumer Purchase Patterns in Sales Transactions Using the Apriori Algorithm,” Simetris J. Tek. Mesin, Elektro dan Ilmu Komputer., vol. 8, no. 2, p. 671, 2017.
R. D. Jayapana and Y. Rahayu, “Analysis of consumer buying patterns with a priori algorithm at Rahayu Jepara pharmacy,” UG J., vol. Vol. 8, pp. 1–6, 2015.
Wanto, A., Siregar, M. N. H., Windarto, A. P., Hartama, D., Ginantra, N. L. W. S. R., Napitupulu, D., Negara, E. S., Lubis, M. R., Dewi, S. V., & Prianto, C. (2020). Data Mining: Algoritma dan Implementasi. Yayasan Kita Menulis.
Firmansyah, A., & Merlina, N. (2020). Prediksi Pola Penjualan Tiket Kapal Pt. Pelni Cabang Makassar Menggunakan Metode Algoritma Apriori. JITK (Jurnal Ilmu Pengetahuan Dan Teknologi Komputer), 5(2), 183–190.
