ABOUT DATA MODELING SUBJECT DOMAINS PRACTICE-ORIENTED DIRECTION FOR UNIVERSAL SYSTEM OF STORAGE AND PROCESSING DATA

This article describes data modeling for practice-oriented subject domains they are basis of general data model for data warehouse creation. Describes short subject domains characteristic relationship to different types of any human activities at the current time. Offered appropriate data models, co...

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Main Authors: L. V. Rudikova, E. V. Zhavnerko
Format: Article
Language:English
Published: Belarusian National Technical University 2017-11-01
Series:Системный анализ и прикладная информатика
Subjects:
Online Access:https://sapi.bntu.by/jour/article/view/170
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author L. V. Rudikova
E. V. Zhavnerko
author_facet L. V. Rudikova
E. V. Zhavnerko
author_sort L. V. Rudikova
collection DOAJ
description This article describes data modeling for practice-oriented subject domains they are basis of general data model for data warehouse creation. Describes short subject domains characteristic relationship to different types of any human activities at the current time. Offered appropriate data models, considered relationship between them as data processing and data warehouse creation, which can be built on information data storage technology and which has some characteristics as extensible complex subject domain, data integration, which get from any data sources, data time invariance with required temporal marks, relatively high data stability, search necessary compromises in data redundancy, system blocks modularity, flexibility and extensibility of architecture, high requirements to data storage security. It’s proposed general approach of data collection and data storage, appropriate data models, in the future, will integrate in one database scheme and create generalized scheme of data warehouse as type «constellation of facts». For getting of data models applies structural methodology and consider general principles of conceptual design. Using complex system, which can work with some information sources and represent data in convenient view for users will in-demand for analysis data selected subject domains and determination of possible relationships.
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institution Kabale University
issn 2309-4923
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publishDate 2017-11-01
publisher Belarusian National Technical University
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series Системный анализ и прикладная информатика
spelling doaj-art-a97b7f9a44e6415888fd9e00760af3f22025-02-03T11:37:41ZengBelarusian National Technical UniversityСистемный анализ и прикладная информатика2309-49232414-04812017-11-010341210.21122/2309-4923-2017-3-4-12130ABOUT DATA MODELING SUBJECT DOMAINS PRACTICE-ORIENTED DIRECTION FOR UNIVERSAL SYSTEM OF STORAGE AND PROCESSING DATAL. V. Rudikova0E. V. Zhavnerko1Yanka Kupala State University of GrodnoYanka Kupala State University of GrodnoThis article describes data modeling for practice-oriented subject domains they are basis of general data model for data warehouse creation. Describes short subject domains characteristic relationship to different types of any human activities at the current time. Offered appropriate data models, considered relationship between them as data processing and data warehouse creation, which can be built on information data storage technology and which has some characteristics as extensible complex subject domain, data integration, which get from any data sources, data time invariance with required temporal marks, relatively high data stability, search necessary compromises in data redundancy, system blocks modularity, flexibility and extensibility of architecture, high requirements to data storage security. It’s proposed general approach of data collection and data storage, appropriate data models, in the future, will integrate in one database scheme and create generalized scheme of data warehouse as type «constellation of facts». For getting of data models applies structural methodology and consider general principles of conceptual design. Using complex system, which can work with some information sources and represent data in convenient view for users will in-demand for analysis data selected subject domains and determination of possible relationships.https://sapi.bntu.by/jour/article/view/170data warehousesubject domainuniversal systemdata schemestructural methodologypractice-oriented data
spellingShingle L. V. Rudikova
E. V. Zhavnerko
ABOUT DATA MODELING SUBJECT DOMAINS PRACTICE-ORIENTED DIRECTION FOR UNIVERSAL SYSTEM OF STORAGE AND PROCESSING DATA
Системный анализ и прикладная информатика
data warehouse
subject domain
universal system
data scheme
structural methodology
practice-oriented data
title ABOUT DATA MODELING SUBJECT DOMAINS PRACTICE-ORIENTED DIRECTION FOR UNIVERSAL SYSTEM OF STORAGE AND PROCESSING DATA
title_full ABOUT DATA MODELING SUBJECT DOMAINS PRACTICE-ORIENTED DIRECTION FOR UNIVERSAL SYSTEM OF STORAGE AND PROCESSING DATA
title_fullStr ABOUT DATA MODELING SUBJECT DOMAINS PRACTICE-ORIENTED DIRECTION FOR UNIVERSAL SYSTEM OF STORAGE AND PROCESSING DATA
title_full_unstemmed ABOUT DATA MODELING SUBJECT DOMAINS PRACTICE-ORIENTED DIRECTION FOR UNIVERSAL SYSTEM OF STORAGE AND PROCESSING DATA
title_short ABOUT DATA MODELING SUBJECT DOMAINS PRACTICE-ORIENTED DIRECTION FOR UNIVERSAL SYSTEM OF STORAGE AND PROCESSING DATA
title_sort about data modeling subject domains practice oriented direction for universal system of storage and processing data
topic data warehouse
subject domain
universal system
data scheme
structural methodology
practice-oriented data
url https://sapi.bntu.by/jour/article/view/170
work_keys_str_mv AT lvrudikova aboutdatamodelingsubjectdomainspracticeorienteddirectionforuniversalsystemofstorageandprocessingdata
AT evzhavnerko aboutdatamodelingsubjectdomainspracticeorienteddirectionforuniversalsystemofstorageandprocessingdata