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All Journal INTERNATIONAL JOURNAL OF CULTURAL AND SOCIAL SCIENCE Cendekiawan: Jurnal Pendidikan dan Studi Keislaman
Muhammad Ilham Sembiring
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Religion Humanities Education Environmental Science Languange, Linguistic, Communication & Media Library & Information Science Social Sciences Other

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TEKNIK ASSOCIATION RULE DATA MINING DALAM TRANSAKSI PEMBELIAN MENGGUNAKAN PENDEKATAN FREQUENT ITEMSET Rahma, Nopita; Rasikah Firjatullah Lubis; Devi Nirwana; Muhammad Ilham Sembiring; Nurbaiti
Cendekiawan : Jurnal Pendidikan dan Studi Keislaman Vol 2 No 1 (2023): Maret
Publisher : Yayasan Zia Salsabila

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61253/cendekiawan.v2i1.161

Abstract

Data Mining memudahkan perusahaan untuk mengelola data yang ada. Proses data mining dapat memberikan hasil yang benar dan memuaskan serta bermanfaat untuk bisnis. Data mining juga sebagai solusi dalam pengambilan keputusan dalam perusahaan. Adapun metode-metode dalam Data Mining adalah metode Classification (Klasifikasi), Clustering, Association rule, dan Regression. Penelitian ini bertujuan untuk membahas apa-apa saja yang mencakup dalam data mining, di mana manfaatnya dapat mempermudah analisis terkait data transaksi pembelian yang besar dan juga membantu memberikan informasi data pembelian yang diolah dengan menggunakan teknik Association dengan menggunakan pendekatan frequent itemset. Penelitian ini menggunakan metode penelitian library research (kepustakaan), di mana sumber dan bahan-bahan yang ada merujuk pada bahan pustaka. Hasil penelitian ini menunjukkan bahwa teknik association dalam transaksi pembelian dengan pendekatan frequent itemset dapat mempermudah menemukan data jumlah pembelian yang tersedia dengan menggunakan analisis lebar transaksi dan support count.
ANALYSIS OF THE IMPLEMENTATION OF THE JUST-IN-TIME SYSTEM IN PRODUCTION COST EFFICIENCY AND OPERATIONAL PERFORMANCE OF THE DESMON GARMENT BUSINESS Muhammad Ilham Sembiring; Waizul Qarni; Atika
International Journal of Cultural and Social Science Vol. 6 No. 4 (2025): International Journal of Cultural and Social Science
Publisher : Pena Cendekia Insani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53806/ijcss.v6i4.1198

Abstract

This study aims to analyze the impact of implementing the Just In Time (JIT) production system on cost efficiency and operational performance at Desmon Garment Business in Medan City. JIT is a production approach that focuses on waste reduction and operational efficiency by producing goods according to actual demand. The research method used a qualitative approach through surveys and document analysis. Data were collected via questionnaires, interviews, and secondary data such as production and cost reports. The findings reveal that JIT implementation reduced total production costs by 6.53% and improved operational performance, including increased output, shortened lead time, and reduced defect rates. JIT also enhanced work coordination and responsiveness to market demand. Therefore, the JIT system is proven to be effective in improving efficiency and competitiveness in small and medium-sized garment enterprises.
Co-Authors atika Devi Nirwana Nurbaiti Rahma, Nopita Rasikah Firjatullah Lubis Waizul Qarni