Conceptual level design of object oriented data warehouse: Graph semantic based model

Detalhes bibliográficos
Autor(a) principal: Sarkar, Anirban
Data de Publicação: 2009
Outros Autores: Choudhury, Sankhayan, Chaki, Nabendu, Bhattacharya, Swapan
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/15005
Resumo: This paper proposes a Graph semantic based Object Oriented Multidimensional Data Model (GOOMD). The model defines a set of graph based formal constructs that are used to specify the conceptual level design of data warehouses (DW). Besides offering a novel graph based semantic for multidimensional data representation, the proposed GOOMD model renders a unified realization of different logical structures of DW like star, snowflake, constellation, etc. The proposed simple but powerful algebra for GOOMD provides an efficient operational model for Online Analytical Processing (OLAP) to realize different OLAP operations like roll-up, drill-down, slicing, dicing, drill-across and drill-through. The proposed GOOMD model also supports a formal representation of advanced concepts like parallel hierarchies, many-to-many associations, additivity constraints etc.
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spelling Conceptual level design of object oriented data warehouse: Graph semantic based modelData Warehouse Conceptual modelingMultidimensional data modelGraph data modelObject oriented data modelThis paper proposes a Graph semantic based Object Oriented Multidimensional Data Model (GOOMD). The model defines a set of graph based formal constructs that are used to specify the conceptual level design of data warehouses (DW). Besides offering a novel graph based semantic for multidimensional data representation, the proposed GOOMD model renders a unified realization of different logical structures of DW like star, snowflake, constellation, etc. The proposed simple but powerful algebra for GOOMD provides an efficient operational model for Online Analytical Processing (OLAP) to realize different OLAP operations like roll-up, drill-down, slicing, dicing, drill-across and drill-through. The proposed GOOMD model also supports a formal representation of advanced concepts like parallel hierarchies, many-to-many associations, additivity constraints etc.Universidade Federal de Lavras (UFLA)2009-12-012017-08-01T21:08:45Z2017-08-01T21:08:45Z2017-08-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfSARKAR, A. et al. Conceptual level design of object oriented data warehouse: Graph semantic based model. INFOCOMP Journal of Computer Science, Lavras, v. 8, n. 4, p. 60-70, Dec. 2009.http://repositorio.ufla.br/jspui/handle/1/15005INFOCOMP; Vol 8 No 4 (2009): December, 2009; 60-701982-33631807-4545reponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAenghttp://www.dcc.ufla.br/infocomp/index.php/INFOCOMP/article/view/283/268Copyright (c) 2016 INFOCOMP Journal of Computer ScienceAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessSarkar, AnirbanChoudhury, SankhayanChaki, NabenduBhattacharya, Swapan2021-09-14T23:32:39Zoai:localhost:1/15005Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2021-09-14T23:32:39Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Conceptual level design of object oriented data warehouse: Graph semantic based model
title Conceptual level design of object oriented data warehouse: Graph semantic based model
spellingShingle Conceptual level design of object oriented data warehouse: Graph semantic based model
Sarkar, Anirban
Data Warehouse Conceptual modeling
Multidimensional data model
Graph data model
Object oriented data model
title_short Conceptual level design of object oriented data warehouse: Graph semantic based model
title_full Conceptual level design of object oriented data warehouse: Graph semantic based model
title_fullStr Conceptual level design of object oriented data warehouse: Graph semantic based model
title_full_unstemmed Conceptual level design of object oriented data warehouse: Graph semantic based model
title_sort Conceptual level design of object oriented data warehouse: Graph semantic based model
author Sarkar, Anirban
author_facet Sarkar, Anirban
Choudhury, Sankhayan
Chaki, Nabendu
Bhattacharya, Swapan
author_role author
author2 Choudhury, Sankhayan
Chaki, Nabendu
Bhattacharya, Swapan
author2_role author
author
author
dc.contributor.author.fl_str_mv Sarkar, Anirban
Choudhury, Sankhayan
Chaki, Nabendu
Bhattacharya, Swapan
dc.subject.por.fl_str_mv Data Warehouse Conceptual modeling
Multidimensional data model
Graph data model
Object oriented data model
topic Data Warehouse Conceptual modeling
Multidimensional data model
Graph data model
Object oriented data model
description This paper proposes a Graph semantic based Object Oriented Multidimensional Data Model (GOOMD). The model defines a set of graph based formal constructs that are used to specify the conceptual level design of data warehouses (DW). Besides offering a novel graph based semantic for multidimensional data representation, the proposed GOOMD model renders a unified realization of different logical structures of DW like star, snowflake, constellation, etc. The proposed simple but powerful algebra for GOOMD provides an efficient operational model for Online Analytical Processing (OLAP) to realize different OLAP operations like roll-up, drill-down, slicing, dicing, drill-across and drill-through. The proposed GOOMD model also supports a formal representation of advanced concepts like parallel hierarchies, many-to-many associations, additivity constraints etc.
publishDate 2009
dc.date.none.fl_str_mv 2009-12-01
2017-08-01T21:08:45Z
2017-08-01T21:08:45Z
2017-08-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv SARKAR, A. et al. Conceptual level design of object oriented data warehouse: Graph semantic based model. INFOCOMP Journal of Computer Science, Lavras, v. 8, n. 4, p. 60-70, Dec. 2009.
http://repositorio.ufla.br/jspui/handle/1/15005
identifier_str_mv SARKAR, A. et al. Conceptual level design of object oriented data warehouse: Graph semantic based model. INFOCOMP Journal of Computer Science, Lavras, v. 8, n. 4, p. 60-70, Dec. 2009.
url http://repositorio.ufla.br/jspui/handle/1/15005
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://www.dcc.ufla.br/infocomp/index.php/INFOCOMP/article/view/283/268
dc.rights.driver.fl_str_mv Copyright (c) 2016 INFOCOMP Journal of Computer Science
Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2016 INFOCOMP Journal of Computer Science
Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Lavras (UFLA)
publisher.none.fl_str_mv Universidade Federal de Lavras (UFLA)
dc.source.none.fl_str_mv INFOCOMP; Vol 8 No 4 (2009): December, 2009; 60-70
1982-3363
1807-4545
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
_version_ 1815439165888659456

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