Context-Aware Data Quality Management Methodology

Serra, Flavia; Peralta, Veronika; Marotta, Adriana; Marcel, Patrick

doi:10.1007/978-3-031-42941-5_22

Communications in Computer and Information Science

2023

DOI: 10.1007/978-3-031-42941-5_22

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Context-Aware Data Quality Management Methodology

Flavia Serra,

Veronika Peralta,

Adriana Marotta

et al.

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2024

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Cited by 1 publication

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Use of Context in Data Quality Management: A Systematic Literature Review

Serra,

Peralta,

Marotta

et al. 2024

J. Data and Information Quality

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The importance of context in data quality (DQ) was shown many years ago and nowadays is widely accepted. Early approaches and surveys defined DQ as fitness for use and showed the influence of context on DQ. This paper presents a Systematic Literature Review (SLR) for investigating how context is taken into account in recent proposals for DQ management (DQM). We specifically present the planning and execution of the SLR, the analysis criteria and our results reflecting the relationship between context and DQ in the state of the art and, particularly, how this context is defined and used for DQM. The SLR is instrumental to the identification of context components and the design of a context formal model.

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Use of Context in Data Quality Management: A Systematic Literature Review

Serra,

Peralta,

Marotta

et al. 2024

J. Data and Information Quality

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

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Context-Aware Data Quality Management Methodology

Cited by 1 publication

References 14 publications

Use of Context in Data Quality Management: A Systematic Literature Review

Use of Context in Data Quality Management: A Systematic Literature Review

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