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Perancangan Data Warehouse untuk Analisis Penjualan Ritel Elektronik Berbasis Business Intelligence

Reno Naufal Maulidyan, M. Muharrom Al Haromainy
June 19, 2026
Published Date

Research Abstract & Technology Focus

This study proposes a data warehouse design based on a star schema to support electronic retail sales analysis using PostgreSQL, Pentaho Data Integration, and Tableau. The objective is to transform heterogeneous transactional data into a structured analytical environment that can improve business intelligence capability. The research method includes data ingestion into a relational database, staging area construction, ETL-based cleansing and standardization, dimensional modeling, datamart development, and interactive dashboard visualization. The resulting architecture enables multidimensional analysis across time, product, region, sales channel, payment method, and customer type. The findings indicate that the proposed system improves data consistency, analytical efficiency, and decision-support capability, making it suitable as a foundation for retail performance monitoring and strategic planning.
Data warehouse Dashboard Business intelligence Computer science Database Schema (genetic algorithms)
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AI Semantic Synergy Context

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Frequently Asked Questions (FAQ)

Curated market intelligence mapped to this research.

What is the core focus of the research titled 'Perancangan Data Warehouse untuk Analisis Penjualan Ritel Elektronik Berbasis Business Intelligence'?

This literature focuses on: This study proposes a data warehouse design based on a star schema to support electronic retail sales analysis using PostgreSQL, Pentaho Data Integration, and Tableau. The objective is to transform heterogeneous transactional data into a structure...

Are there open-source GitHub repositories related to Perancangan Data Warehouse untuk Analisis Penjualan Ritel Elektronik Berbasis Business Intelligence?

Yes, open-source projects like chatgptprojects/clear-code (See your claude code logs in clear details in your dashboard) are actively building upon these concepts.

Which startups are commercializing the technology behind Perancangan Data Warehouse untuk Analisis Penjualan Ritel Elektronik Berbasis Business Intelligence?

Products like MindsDB Anton are bringing this to market. Their focus is: Business intelligence that doesn't just answer — it acts..

What other academic literature is closely related to 'Perancangan Data Warehouse untuk Analisis Penjualan Ritel Elektronik Berbasis Business Intelligence'?

Yes, highly correlated activity was mapped. An entry titled 'AKTIN Data Warehouse and Broker Release v1.6' discusses this: This snapshot archives the complete software ecosystem for the AKTIN infrastructure, including the AKTIN broker, data warehouse components, and bui...

Are there commercial applications of 'Perancangan Data Warehouse untuk Analisis Penjualan Ritel Elektronik Berbasis Business Intelligence' in market news publications?

Yes, highly correlated activity was mapped. An entry titled 'Business Intelligence Analytics: A Complete Guide for the AI Era' discusses this: Modern business intelligence has evolved from static dashboards to AI-driven, conversational insights. Learn how BI analytics works, what analysts ...

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Commercial Realization

Startups and Open Source tools heavily associated with the concepts explored in this paper.

  • GitHub
    chatgptprojects/clear-code
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  • GitHub
    santifer/career-ops
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  • Product Hunt
    MindsDB Anton
    Business intelligence that doesn't just answer — it acts.
  • Product Hunt
    R0Y
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Associated Media Narrative