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All Journal Journal of Data Mining and Information Systems
Halim, Daniel Lexandrosth
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Computer Science & IT

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Kajian Literatur terhadap Penerapan Enterprise Architecture dalam Institusi Pendidikan Halim, Daniel Lexandrosth; Cuaca, Davidsen; Chenardy, John Michael; Felix, Owen; Maulana, Ade
JDMIS: Journal of Data Mining and Information Systems Vol. 2 No. 2 (2024): August 2024
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v2i2.2983

Abstract

Enterprise Architecture (EA) merupakan sebuah kerangka kerja yang membantu pengembangan tata Kelola sebuah bisnis. Namun dalam beberapa institusi Pendidikan, sering menghadapi kendala seperti kompleksitas tinggi dan kurangnya integrasi dalam sebuah sistem informasi yang dibangun. Sehingga, penelitian ini bertujuan untuk menunjukkan dampak positif penerapan Enterprise Architecture (EA) dan memberikan wawasan mengenai berbagai metode dalam penerapan EA.Penelitian ini menggunakan metode kualitatif. Teknik pengumpulan data dalam penelitian ini menggunakan metode literature review melalui berbagai database akademik. Berdasarkan hasil penelitian menunjukkan bahwa institusi pendidikan menghadapi tantangan dalam mengelola data kompleks dan koordinasi antar sistem, yang dapat diatasi dengan implementasi Enterprise Architecture (EA) menggunakan kerangka kerja seperti TOGAF ADM,dll. Penelitian ini menitikberatkan pada lima jenis arsitektur: visi, bisnis, data/informasi, teknologi, dan aplikasi, dengan metode analisis seperti Value Chain, Use Case, ERD, Class Diagram, dan McFarlan’s Strategic Grid. Kesimpulannya, penerapan EA dengan kerangka kerja dan metode analisis yang efektif dapat meningkatkan integrasi sistem informasi, meningkatkan akurasi data, efisiensi operasional, optimalisasi sumber daya, dan dan mendukung pencapaian visi serta misi institusi pendidikan.
Evaluasi Kinerja Bisnis Berbasis Business Intelligence Dashboard Pada UD. Sentral Halim, Daniel Lexandrosth; Calim, Nicholas; Tamalate, Audrey; Felicia, Winnie
JDMIS: Journal of Data Mining and Information Systems Vol. 3 No. 2 (2025): August 2025
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v3i2.4216

Abstract

This study aims to evaluate the effectiveness of implementing a Business Intelligence (BI) Dashboard in supporting the business performance evaluation process at UD. Sentral, a trading company engaged in the distribution of data cards and voucher products. The main issues identified include manual data recording and reporting processes that are time-consuming, prone to errors, and lack informative visualizations for management. A qualitative approach was used through interviews and direct observation with the business owner and operational staff to identify user needs and challenges. Operational data were then processed and visualized using Power BI in the form of a dashboard displaying Key Performance Indicators (KPIs), such as total sales, stock movement, customer count, and monthly sales trends. The implementation results showed that the BI dashboard improved business monitoring efficiency, accelerated evaluation processes, and supported strategic data-driven decision-making. Furthermore, the dashboard encouraged a data-driven culture and enabled early identification of declining business performance. These findings contribute to the development of data-based information systems for MSMEs in Indonesia.
Co-Authors Ade Maulana Calim, Nicholas Chenardy, John Michael Cuaca, Davidsen Felicia, Winnie Felix, Owen Tamalate, Audrey