Measures for ETL processes models in data warehouses
processes take charge of extracting the data from data sources that would be contained in the data warehouse. Due to their relevance, the quality of these processes should be formally assessed since the early stages of development, in order to avoid making bad decisions as a result of incorrect data...
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| Format: | article |
| Sprache: | Englisch |
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2018
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| Online-Zugang: | https://dl.acm.org/citation.cfm?id=1651422 http://ridda2.utp.ac.pa/handle/123456789/4921 |
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| _version_ | 1869652462291386368 |
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| author | Muñoz, Lilia |
| author2 | Mazón, Jose Norberto Trujillo, Juan |
| author2_role | author author |
| author_browse | Mazón, Jose Norberto Muñoz, Lilia Trujillo, Juan |
| author_facet | Muñoz, Lilia Mazón, Jose Norberto Trujillo, Juan |
| author_role | author |
| collection | Repositorio Institucional de documento digitales de acceso abierto de la UTP |
| dc.creator.none.fl_str_mv | Muñoz, Lilia Mazón, Jose Norberto Trujillo, Juan |
| dc.date.none.fl_str_mv | 11/06/2009 11/06/2009 2018-06-14T14:16:44Z 2018-06-14T14:16:44Z 2018-06-14T14:16:44Z 2018-06-14T14:16:44Z |
| dc.format.none.fl_str_mv | application/pdf text/html |
| dc.identifier.none.fl_str_mv | https://dl.acm.org/citation.cfm?id=1651422 http://ridda2.utp.ac.pa/handle/123456789/4921 http://ridda2.utp.ac.pa/handle/123456789/4921 |
| dc.language.none.fl_str_mv | eng eng |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/embargoedAccess |
| dc.source.none.fl_str_mv | reponame:Repositorio Institucional de documento digitales de acceso abierto de la UTP instname:Universidad Tecnológica de Panamá instacron:U Tecnológica de Panamá |
| dc.subject.none.fl_str_mv | Measures ETL processes models data warehouses Measures ETL processes models data warehouses |
| dc.title.none.fl_str_mv | Measures for ETL processes models in data warehouses |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
| description | processes take charge of extracting the data from data sources that would be contained in the data warehouse. Due to their relevance, the quality of these processes should be formally assessed since the early stages of development, in order to avoid making bad decisions as a result of incorrect data. In this paper, a set of measures to evaluate the structural complexity of ETL process models at conceptual level is presented. Moreover, this study is accompanied by four experiments whose aim is the empirical validation of the proposed measures. The main advantage of this approach is the early evaluation of ETL process models. This early evaluation support designers in their maintenance tasks. This proposal is based on UML (Unifield Modeling Language) activity diagrams for modeling ETL processes and the adoption of the FMESP (Framework for the Modeling and Evaluation of Software Processes) framework. |
| eu_rights_str_mv | embargoedAccess |
| format | article |
| id | lrtest_4d6320040dee6bd1f0385cd9470cc820 |
| instacron_str | U Tecnológica de Panamá |
| institution | U Tecnológica de Panamá |
| instname_str | Universidad Tecnológica de Panamá |
| language | eng |
| network_acronym_str | lrtest |
| network_name_str | lr |
| oai_identifier_str | oai:ridda2.utp.ac.pa:123456789/4921 |
| publishDate | 2018 |
| publishDateSort | 2018 |
| reponame_str | Repositorio Institucional de documento digitales de acceso abierto de la UTP |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
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| spelling | Measures for ETL processes models in data warehousesMuñoz, LiliaMazón, Jose NorbertoTrujillo, JuanMeasuresETL processesmodelsdata warehousesMeasuresETL processesmodelsdata warehousesprocesses take charge of extracting the data from data sources that would be contained in the data warehouse. Due to their relevance, the quality of these processes should be formally assessed since the early stages of development, in order to avoid making bad decisions as a result of incorrect data. In this paper, a set of measures to evaluate the structural complexity of ETL process models at conceptual level is presented. Moreover, this study is accompanied by four experiments whose aim is the empirical validation of the proposed measures. The main advantage of this approach is the early evaluation of ETL process models. This early evaluation support designers in their maintenance tasks. This proposal is based on UML (Unifield Modeling Language) activity diagrams for modeling ETL processes and the adoption of the FMESP (Framework for the Modeling and Evaluation of Software Processes) framework.processes take charge of extracting the data from data sources that would be contained in the data warehouse. Due to their relevance, the quality of these processes should be formally assessed since the early stages of development, in order to avoid making bad decisions as a result of incorrect data. In this paper, a set of measures to evaluate the structural complexity of ETL process models at conceptual level is presented. Moreover, this study is accompanied by four experiments whose aim is the empirical validation of the proposed measures. The main advantage of this approach is the early evaluation of ETL process models. This early evaluation support designers in their maintenance tasks. This proposal is based on UML (Unifield Modeling Language) activity diagrams for modeling ETL processes and the adoption of the FMESP (Framework for the Modeling and Evaluation of Software Processes) framework.2018-06-14T14:16:44Z2018-06-14T14:16:44Z2018-06-14T14:16:44Z2018-06-14T14:16:44Z11/06/200911/06/2009info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://dl.acm.org/citation.cfm?id=1651422http://ridda2.utp.ac.pa/handle/123456789/4921http://ridda2.utp.ac.pa/handle/123456789/4921engenginfo:eu-repo/semantics/embargoedAccessreponame:Repositorio Institucional de documento digitales de acceso abierto de la UTPinstname:Universidad Tecnológica de Panamáinstacron:U Tecnológica de Panamáoai:ridda2.utp.ac.pa:123456789/49212021-07-06T15:35:09Z |
| spellingShingle | Measures for ETL processes models in data warehouses Muñoz, Lilia Measures ETL processes models data warehouses Measures ETL processes models data warehouses |
| status_str | publishedVersion |
| title | Measures for ETL processes models in data warehouses |
| title_full | Measures for ETL processes models in data warehouses |
| title_fullStr | Measures for ETL processes models in data warehouses |
| title_full_unstemmed | Measures for ETL processes models in data warehouses |
| title_short | Measures for ETL processes models in data warehouses |
| title_sort | Measures for ETL processes models in data warehouses |
| topic | Measures ETL processes models data warehouses Measures ETL processes models data warehouses |
| url | https://dl.acm.org/citation.cfm?id=1651422 http://ridda2.utp.ac.pa/handle/123456789/4921 |