From data to value: turn unstructured data into a dimensional data model using Data Warehouse (SAP BW/4HANA) and Business Intelligence (SAP Lumira designer) visualizations.
Abstract
Unstructured data is growing 55-65 percent each year, but less than 1% of unstructured data is analyzed or used at all. That is because unstructured data does not reside in a database. As a result, it cannot be integrated within systems for optimization. But under specific conditions, unstructured data involved in a process can be analyzed and turned into structured data stored in a system, and ready for further analysis. This paper researches and explores how certain unstructured data involved in a process can be standardized in a dimensional data structure; how this new data model can be customized and maintained in a Data Warehouse; and eventually how to gain valuable information and data insights implementing a Business Intelligence solution. This study was based on a use case where unstructured data from an academic research group, regarding the teaching process, was analyzed, standardized in a new dimensional data model; stored and managed in the Data Warehouse SAP BW/4HANA; and visualized through BI analytic functionalities in SAP Lumira. The final result is a new streamlined and harmonized process, leveraging data for informed actions based on an OLAP system, that empowers the users to maintain, manage and visualize the data in a single source. This paper is aimed at information systems managers and consultants, specially focused on Data Warehouse (DWH) and Business Intelligence (BI) solutions.
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- From data to value: turn unstructured data into a dimensional data model using Data Warehouse (SAP BW/4HANA) and Business Intelligence (SAP Lumira designer) visualizations.
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Published In
May 2024
324 pages
ISBN:9798400716386
DOI:10.1145/3674558
Copyright © 2024 Owner/Author.
This work is licensed under a Creative Commons Attribution International 4.0 License.
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Association for Computing Machinery
New York, NY, United States
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Published: 26 August 2024
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ICCTA 2024
ICCTA 2024: 2024 10th International Conference on Computer Technology Applications
May 15 - 17, 2024
Vienna, Austria
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