Framework for Data Quality Evaluation Based on ISO/IEC 25012 and ISO/IEC 25024

Nowadays, organizations process large volumes of data. Being able to foster and maintain data quality is one of the biggest challenges that these organizations face. To do this, there are standards, such as ISO/IEC 25012 and ISO/IEC 25024, which are intended to measure data quality based on a set of...

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Autores principales: Calabrese, Julieta, Esponda, Silvia, Pesado, Patricia Mabel
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2020
Materias:
Ciencias Informáticas
Data quality
ISO/IEC 25012
ISO/IEC 25024
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/104778
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-104778
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Data quality
ISO/IEC 25012
ISO/IEC 25024
spellingShingle Ciencias Informáticas
Data quality
ISO/IEC 25012
ISO/IEC 25024
Calabrese, Julieta
Esponda, Silvia
Pesado, Patricia Mabel
Framework for Data Quality Evaluation Based on ISO/IEC 25012 and ISO/IEC 25024
topic_facet Ciencias Informáticas
Data quality
ISO/IEC 25012
ISO/IEC 25024
description Nowadays, organizations process large volumes of data. Being able to foster and maintain data quality is one of the biggest challenges that these organizations face. To do this, there are standards, such as ISO/IEC 25012 and ISO/IEC 25024, which are intended to measure data quality based on a set of inherent and system-dependent characteristics, along with a set of associated metrics. Using standards to carry out measurements can be complex and even expensive for those with little experience in the area. In this context, we propose in this work a prototype for a tool based on ISO/IEC 25012 and ISO/IEC 25024 that, by analyzing different patterns of common errors in data, allows an organization to understand data current status.
format Objeto de conferencia
Objeto de conferencia
author Calabrese, Julieta
Esponda, Silvia
Pesado, Patricia Mabel
author_facet Calabrese, Julieta
Esponda, Silvia
Pesado, Patricia Mabel
author_sort Calabrese, Julieta
title Framework for Data Quality Evaluation Based on ISO/IEC 25012 and ISO/IEC 25024
title_short Framework for Data Quality Evaluation Based on ISO/IEC 25012 and ISO/IEC 25024
title_full Framework for Data Quality Evaluation Based on ISO/IEC 25012 and ISO/IEC 25024
title_fullStr Framework for Data Quality Evaluation Based on ISO/IEC 25012 and ISO/IEC 25024
title_full_unstemmed Framework for Data Quality Evaluation Based on ISO/IEC 25012 and ISO/IEC 25024
title_sort framework for data quality evaluation based on iso/iec 25012 and iso/iec 25024
publishDate 2020
url http://sedici.unlp.edu.ar/handle/10915/104778
work_keys_str_mv AT calabresejulieta frameworkfordataqualityevaluationbasedonisoiec25012andisoiec25024
AT espondasilvia frameworkfordataqualityevaluationbasedonisoiec25012andisoiec25024
AT pesadopatriciamabel frameworkfordataqualityevaluationbasedonisoiec25012andisoiec25024
bdutipo_str Repositorios
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