Application of Business Intelligence to support decision making in determining competent laws in the culinary sector in Deli Serdang Regency using the decision tree algorithm.

Authors

  • Muhammad Irsyad Universitas Pembangunan Panca Budi
  • Darmeli Nasution Universitas Pembangunan Panca Budi

Keywords:

Business Intelligence, Data Mining, Decision Making, Small and Medium Culinary Enterprises

Abstract

This study examines the application of Business Intelligence (BI) in identifying high-potential culinary Small and Medium Enterprises in Deli Serdang Regency. By using the Decision Tree algorithm, a prediction model is built based on historical sales data, business characteristics, and business environment factors. The results of the model evaluation show that Decision Tree is able to classify competent Small and Medium Enterprises. Key factors that influence the success of Small and Medium Enterprises, such as product quality, marketing strategy, and access to financing, were successfully identified through decision tree analysis. This study concludes that the application of BI with the Decision Tree algorithm can be an effective tool for stakeholders in supporting the development of Small and Medium Culinary Enterprises in Deli Serdang Regency

References

Dodi Nofri Yoliadi (2023). Data Mining Dalam Analisis Tingkat Penjualan Barang Elektronik Menggunakan Algoritma K-Means .Insearch (Information System Research) Journal Volume 3, Nomor 1 Februari 2023. https://ejournal.uinib.ac.id/jurnal/index.php/insearch/article/view/5829

Apriyadi, Muhammad Ridwan Lubis, Bahrudi Efendi Damanik (2022). Penerapan Algoritma C5.0 Dalam menentukan Tingkat Pemahaman Mahasiswa Terhadap Pembelajaran Daring . Komputa Jurnal Ilmiah computer dan Informatika, Vol 11, Nomor 1. https://ojs.unikom.ac.id/index.php/komputa/article/view/7386

Zein Afrizal (2023). Kecerdasan Bisnis Konsep dan Paradigma.Jurnal Ilmu Komputer JIK Vol VI No 03 November 2023, https://jurnal.pranataindonesia.ac.id/index.php/jik/article/download/173/119/436

Sumarno & Mustafa Jauhari (2023). Sistem Pendukung Keputusan Dalam Menentukan Pemilihan Posisi Kepala Unit (KANIT) PPA dengan Metode Weight Product .Jurnal Sistem Informasi, Teknologi Informatika dan Komputer, Vol 11, Nomor 1. https://jurnal.umj.ac.id/index.php/just-it/article/view/4896

Patrisius Ando Duran, Anik Vega Vitianingsih, Moch. Syariful Riza, Anastasia Lidya Maukar, Seftin Fitri Ana Wati (2024). Data Mining Untuk Prediksi Penjualan Mengunakan Metode Simple Linier Regression .TEKNIKA, Vol 13, Nomor 1. https://ejournal.ikado.ac.id/index.php/teknika/article/view/712

Benny Haddi Irawan, Nugroho Ariyanto, Nisrina Afifah Novianti, Hanifah Widiastuti, Fedia Restu, Nurul Laili Arifin (2022). Penggunaan Power BI Untuk Pengolahan Data Non Conformance Material. Jurnal Teknologi dan Riset Terapan JATRA, Vol 4, Nomor 2. https://jurnal.polibatam.ac.id/index.php/JATRA/article/view/3885

Muhammad Rafi Nahjan, Nono Heryana, ApriadeVoutama (2023). Implementasi Rapidminer Dengan Metode Clustering K-Means untuk Analisa Penjualan pada took OJ Cell .Jurnal Mahasiswa Teknik Informatika, Vol 7, Nomor 1. https://ejournal.itn.ac.id/index.php/jati/article/view/6094

Atsna Himmatul Aliyah (2022). Peran Usaha Mikro Kecil dan Menengah (UMKM) Untuk Meningkat kan Kesejahteraan Masyarakat. Jurnal Ilmu Ekonomi, Vol 3, Nomor 1. https://jurnal.unsil.ac.id/index.php/welfare/article/download/4719/2264

Asmaul Husna Nasrullah (2021). Implementasi Algoritma Decision Tree untuk Klasifikasi Produk Laris. Jurnal Ilmiah Komputer , Vol 7, Nomor 2. https://www.neliti.com/id/publications/459443/implementasi-algoritma-decision-tree-untuk-klasifikasi-produk-laris

Rafael Nuansa Ramadhon, Aldino Ogi, Ari Permana Agung (2024). Implementasi Algoritma Decision Tree Untuk Klasifikasi Pelanggan Aktif Atau Tidak Aktif Pada Data Bank. Karimah Tauhid, Vol 3, Nomor 2. https://ojs.unida.ac.id/karimahtauhid/article/view/11952

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Published

2025-01-17

How to Cite

Muhammad Irsyad, & Darmeli Nasution. (2025). Application of Business Intelligence to support decision making in determining competent laws in the culinary sector in Deli Serdang Regency using the decision tree algorithm. Journal of Information Technology, Computer Science and Electrical Engineering, 2(1), 9–15. Retrieved from http://ysmk.org/ejournal/index.php/jitcse/article/view/156