PENERAPAN METODE ITEM BASED COLLABORATIVE FILTERING UNTUK PEMESANAN KITCHEN SET PADA PT. HYLARANA KREASI INSPIRA JAKARTA
DOI:
https://doi.org/10.70746/jstunsada.v13i1.228Keywords:
item based collaborative filtering; kitchen sets; ordering.Abstract
The company's kitchen set ordering system still uses a manual system, so when a customer wants to order a kitchen set, the customer has to come to the company. Another problem that arises is when the customer is selecting a sample photo of the kitchen set he wants to order, this information is not available. This research produces a website-based system with the Item Based Collaborative Filtering method that is used for the process of calculating recommendations for kitchen set photo examples, where the system can recommend kitchen set photo examples to customers. Making this system aims to make it easier for customers and admins when making an order process, and can make the order process anywhere and anytime.
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[17] Sutabri, Tata. Konsep Sistem Informasi. Yogyakarta: Andi. 2012.
[18] Wardani, N. A. Desain Kitchen Set Untuk Dapur Dengan Luasan 4–5 M2 Pada Bangunan Setara Rumah Tipe 36. Institut Teknologi Sepuluh Nopember Surabaya. 2014.
[19] Yasin, Ferdi. Rekayasa Perangkat Lunak Berorientasi Objek. Jakarta: Mitra Wacana Media. 2012.
[2] E. A. Shams and A. Rizaner, “A novel support vector machine based intrusion detection system for mobile ad hoc networks,” Wirel. Networks, vol. 24, no. 5, pp. 1821–1829, 2018, doi: 10.1007/s11276-016-1439-0.
[3] S. Aljawarneh, M. Aldwairi, and M. B. Yassein, “Anomaly-based intrusion detection system through feature selection analysis and building hybrid efficient model,” J. Comput. Sci., vol. 25, no. 1, pp. 152–160, 2018, doi: 10.1016/j.jocs.2017.03.006.
[4] Y. I. Kurniawan, A. Rahmawati, N. Chasanah, and A. Hanifa, “Application for determining the modality preference of student learning,” in Journal of Physics: Conference Series, 2019, vol. 1367, no. 1, pp. 1–11, doi: 10.1088/1742-6596/1367/1/012011.
[5] Y. Guo, S. Han, Y. Li, C. Zhang, and Y. Bai, “K-Nearest Neighbor combined with guided filter for hyperspectral image classification,” in International COnference On Identification, Information and Knowledge in the Internet of Things, 2018, pp. 159–165.
[6] Y. I. Kurniawan, E. Soviana, and I. Yuliana, “Merging Pearson Correlation and TAN-ELR algorithm in recommender system,” in AIP Conference Proceedings, 2018, vol. 1977, doi: 10.1063/1.5042998.
[7] M. Sridevi, S. Aishwarya, A. Nidheesha, and D. Bokadia, (2017), Anomaly Detection by Using CFS Subset and Neural Network with WEKA Tools. Springer Singapore.
[8] C. Low, “NSL-KDD Dataset,” 2015. https://github.com/defcom17/NSL_KDD (accessed Sep. 13, 2019).
[9] D. Handoko, “Sistem Pendukung Keputusan Seleksi Penentuan Penerima Beasiswa Dengan Metode Simple Additive Weighting (SAW),” Universitas Muhammadiyah Surakarta, 2016.
[1] Anhar. PHP & MySql Secara Otodidak. Jakarta: PT TransMedia. 2010.
[2] Badudu dan Sutan Mohammad Zain. Efektifitas Bahasa Indonesia. Jakarta: Balai Pustaka. 2010.
[3] Djamal, R. A., Maharani, W., & Kurniati, A.P. Analisis dan Implementasi Metode Item-Based Clustering Hybrid pada Recommender System. Konferensi Nasional Sistem dan Informatika. 2010.
[4] F. Ricci, L. Rokach dan B. Shapira. Recommender Systems Handbook. Springer. 2010.
[5] Fowler, Martin. UML Distilled Edisi 3, Yogyakarta: Andi. 2005.
[6] Hamdani. Strategi Belajar Mengajar. Bandung: CV Pustaka Setia. 2011.
[7] HM, Jogiyanto. Analisis dan Desain Sistem Informasi. Yogyakarta: Andi. 2005.
[8] Indrajani, Database Design, Jakarta: PT Elex Media Komputindo. 2015,
[9] J. B. Schafer, D. Frankowski, J. Herlocker dan S. Sen. Collaborative Filtering Recommender Systems. Berlin: Springer-Verlag. 2007.
[10] Jayan. CSS untuk Orang Awam, edisi pertama. Maxicom., Palembang. 2010.
[11] Madcoms. Kupas Tuntas Adobe Dreamweaver CS5 Dengan Pemrograman PHP & MySQL. Yogyakarta: Andi. 2010.
[12] Mulyadi. Sistem Informasi Akuntansi. Jakarta: Salemba Empat. 2016.
[13] Murad, Dina Fitria, Kusniawati. Nia, Asyanto. Agus. Aplikasi Intelligence Website Untuk Penunjang Laporan PAUD Pada Himpaudi Kota Tangerang. Jurnal CCIT. Tangerang: Perguruan Tinggi Raharja. 2013.
[14] Nugroho, Adi. Rekayasa Perangkat Lunak Menggunakan UML & Java. Yogyakarta: Andi Offset. 2010.
[15] Q. Li dan B. M. Kim. An Approach for Combining Content-based and Collaborative Filters. Departement of Computer Sciences. Kumoh NationalInstitute of Technology. 2002.
[16] Sarwar, B., Karypis, G., Konstan, J., & Riedl, J. Item-based collaborative filtering recommendation algorithms. In Proceedings of the 10th international conference on World Wide Web (pp. 285-295). ACM. 2001.
[17] Sutabri, Tata. Konsep Sistem Informasi. Yogyakarta: Andi. 2012.
[18] Wardani, N. A. Desain Kitchen Set Untuk Dapur Dengan Luasan 4–5 M2 Pada Bangunan Setara Rumah Tipe 36. Institut Teknologi Sepuluh Nopember Surabaya. 2014.
[19] Yasin, Ferdi. Rekayasa Perangkat Lunak Berorientasi Objek. Jakarta: Mitra Wacana Media. 2012.
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Published
2023-03-15
How to Cite
Syamsiyah, N. (2023). PENERAPAN METODE ITEM BASED COLLABORATIVE FILTERING UNTUK PEMESANAN KITCHEN SET PADA PT. HYLARANA KREASI INSPIRA JAKARTA. Jurnal Sains & Teknologi Fakultas Teknik Universitas Darma Persada, 13(1), 74–84. https://doi.org/10.70746/jstunsada.v13i1.228
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