From Classical to Fuzzy Databases in a Production Enterprise

This article presents the evolution of databases from classical relational databases to distributed databases and data warehouses to fuzzy databases used in a production enterprise. This paper discusses characteristics of this kind of enterprise. The authors precisely define centralized and distribu...

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Published in:J.UCS (Annual print and CD-ROM archive ed.) Vol. 26; no. 11; pp. 1382 - 1401
Main Authors: Rojek, Izabela, Mikołajewski, Dariusz, Kotlarz, Piotr, Sapietová, Alžbeta
Format: Journal Article
Language:English
Published: Pensoft Publishers 28.11.2020
Graz University of Technology
Subjects:
centralized databases
distributed database system
Strategic planning (Business)
ISSN:0948-695X, 0948-6968
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Abstract This article presents the evolution of databases from classical relational databases to distributed databases and data warehouses to fuzzy databases used in a production enterprise. This paper discusses characteristics of this kind of enterprise. The authors precisely define centralized and distributed databases, data warehouses and fuzzy databases. In the modern global world, many companies change their management strategy from the one based on a centralized database to an approach based on distributed database systems. Growing expectations regarding business intelligence encourage companies to deploy data warehouses. New solutions are sought as the demand for engineers' expertise continues to rise. The requested knowledge can be certain or uncertain. Certain knowledge does not any problems and is easy to obtain. However, uncertain knowledge requires new ways of obtaining, including the use of fuzzy logic. It is from where the fuzzy database approach takes its beginning. The above-mentioned strategies of a production enterprise were described herein as a case of special interest.
AbstractList This article presents the evolution of databases from classical relational databases to distributed databases and data warehouses to fuzzy databases used in a production enterprise. This paper discusses characteristics of this kind of enterprise. The authors precisely define centralized and distributed databases, data warehouses and fuzzy databases. In the modern global world, many companies change their management strategy from the one based on a centralized database to an approach based on distributed database systems. Growing expectations regarding business intelligence encourage companies to deploy data warehouses. New solutions are sought as the demand for engineers' expertise continues to rise. The requested knowledge can be certain or uncertain. Certain knowledge does not any problems and is easy to obtain. However, uncertain knowledge requires new ways of obtaining, including the use of fuzzy logic. It is from where the fuzzy database approach takes its beginning. The above-mentioned strategies of a production enterprise were described herein as a case of special interest.
Audience Academic
Author Rojek, Izabela
Kotlarz, Piotr
Mikołajewski, Dariusz
Sapietová, Alžbeta
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distributed database system
Strategic planning (Business)
Title From Classical to Fuzzy Databases in a Production Enterprise
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