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All Journal Jurnal Sistem Informasi dan Informatika (SIMIKA) MURAKOM
Mohamad Hilman
Sultan Ageng Tirtayasa University
Computer Science & IT Control & Systems Engineering

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Otomatisasi Pipeline ETL Menggunakan Machine Learning untuk Integrasi Data Heterogen pada Sektor Retail Ismet Maulana Azhari; Hafidz Ramadhan Ghiffari; Wensen Kollin; Mujahid Izzudin Alqossam; Mohamad Hilman
MUARA KOMPUTER : Jurnal Ilmiah Ilmu Komputer & Elektronika Vol. 2 No. 3 (2026): MUARA KOMPUTER : Jurnal Ilmiah Ilmu Komputer & Elektronika
Publisher : CV MUARA EDUKASI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64365/murakom.v2i3.340

Abstract

Penelitian ini membahas otomatisasi pipeline Extract, Transform, Load (ETL) menggunakan Machine Learning untuk integrasi data heterogen pada sektor retail. Permasalahan utama yang diangkat adalah perbedaan format, struktur, dan penamaan atribut pada data operasional retail, khususnya pada retail berskala mikro hingga menengah. Kondisi tersebut menyebabkan proses rekapitulasi dan integrasi data masih banyak dilakukan secara manual. Penelitian ini merancang pipeline ETL otomatis dengan fokus pada tahap transformasi data menggunakan pendekatan Hybrid Schema Matching. Pendekatan ini menggabungkan alias dictionary, token hints, value regex, serta Machine Learning similarity berbasis TF-IDF Vectorization dan Logistic Regression untuk menstandarkan atribut data ke dalam skema target. Hasil penelitian ini diharapkan mampu menghasilkan data yang lebih konsisten, terstruktur, dan siap dimuat ke dalam data warehouse untuk mendukung kebutuhan analisis Business Intelligence. Dengan demikian, sistem yang dikembangkan dapat membantu meningkatkan efisiensi integrasi data retail dan mengurangi ketergantungan terhadap proses transformasi manual.
STRATEGI PENGEMBANGAN WEBSITE SEBAGAI MEDIA PROMOSI DAN BRANDING DI PONDOK PESANTREN TURUS PANDEGLANG Mohamad Hilman; Sindanita Yulianty; Holilah Holilah; Royan Habibie Sukarna; Fitri Damyati
Jurnal Sistem Informasi dan Informatika (Simika) Vol. 9 No. 2 (2026): Jurnal Sistem Informasi dan Informatika (Simika)
Publisher : Program Studi Sistem Informasi, Universitas Banten Jaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/simika.v9i2.4325

Abstract

Turus Islamic Boarding School faces challenges in maximizing its promotional and branding potential as an educational institution. One effective way to increase exposure and attract attention is through the development of an impactful website. This study aims to analyze the strategy of developing a website as a promotional and branding media for Turus Islamic Boarding School. The method used is a case study, observing the website development process, content management, and its impact on the institution's image. The results indicate that a well-structured and informative website can enhance the visibility of the Turus Islamic Boarding School, introduce educational programs, and establish better relationships with the community and prospective students. A user-friendly website with appealing design also plays a crucial role in strengthening the pesantren’s branding as a modern and trustworthy institution. This study suggests that Turus Islamic Boarding School continue to develop its website by addressing visitor needs and utilizing the latest technology to improve interaction and attractiveness.
Co-Authors Fitri Damyati Hafidz Ramadhan Ghiffari Holilah Holilah Ismet Maulana Azhari Mujahid Izzudin Alqossam Royan Habibie Sukarna Sindanita Yulianty Wensen Kollin