Towards a service architecture for master data exchange based on ISO 8000 with support to process large datasets

Rivas, Bibiano; Merino, Jorge; Caballero, Ismael; Serrano, Manuel A.; Piattini, Mario

doi:10.1016/j.csi.2016.10.004

Cited by 14 publications

(7 citation statements)

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“…Data and metadata should be shared either internally within the organization (i.e. different applications supporting various business processes) and externally with some other third partners (Allen and Cervo, 2015;Dreibelbis et al, 2008;Otto, 2015;Rivas et al, 2017;Silvola et al, 2011). The sharing typically includes the critical entities with the essential properties or attributes and associated metadata, attributes, definitions, roles, connections, and taxonomies (Silvola et al, 2011).…”

Section: Master Data and Master Data Management Foundationsmentioning

confidence: 99%

A Data Quality Model for Master Data Repositories

Gualo,

Caballero,

Rodríguez

et al. 2023

Informatica

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Master data has been revealed as one of the most potent instruments to guarantee adequate levels of data quality. The main contribution of this paper is a data quality model to guide repeatable and homogeneous evaluations of the level of data quality of master data repositories. This data quality model follows several international open standards: ISO/IEC 25012, ISO/IEC 25024, and ISO 8000-1000, enabling compliance certification. A case study of applying the data quality model to an organizational master data repository has been carried out to demonstrate the applicability of the data quality model.

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Section: Master Data and Master Data Management Foundationsmentioning

confidence: 99%

A Data Quality Model for Master Data Repositories

Gualo,

Caballero,

Rodríguez

et al. 2023

Informatica

Self Cite

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“…We have evaluated, as a case study, the software 'Data Quality Firewall' (FCD for its Spanish acronym 'Firewall Calidad de Datos'), whose architecture was firstly presented in (Rivas et al 2017) and shown in Fig. 2.…”

Section: The Evaluated Productmentioning

confidence: 99%

“…The communication between an MDM server and MDMbased application is typically conducted through the exchange of master data messages. Several examples of master data message types are covered in Rivas et al (2017).…”

Section: Introductionmentioning

confidence: 99%

Towards a software quality certification of master data-based applications

Gualo¹,

Caballero²,

Rodríguez³

2020

Software Qual J

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Master data management (MDM) can provide an integrated and unified view of key business entities to offer better support in business processes. Due to the very nature of master data-based applications, it is possible to use data with the highest possible level of quality. MDM can help ensure that some common concerns, like duplicates or inconsistencies, are prevented by sharing a 'single version of the truth' throughout the organisation, and, in some cases, allowing collaborative updates to the master data repository. Therefore, assuring the reliability of master data-based applications, would improve the organisation efficiency. This type of application should implement a set of functional requirements covering the basic operation of MDM principles. We propose a solution based on the evaluation and certification of 'functional suitability' of MDM applications. As part of our proposal, we inferred a set of functional requirements from parts 100 to 140 of ISO 8000. This set will be used as a reference in the required matching to compute values for each one of the metrics, properties, subcharacteristics and ultimately, functional suitability following a bottom-up procedure. Finally, the paper also describes the application of the evaluation procedure of an existing master data-based application.

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“…There are also works related to data quality, although they primarily focus on data management and governance processes, and the exchange of master data. This occurs with, for example, ISO 8000 (ISO/TS 8000-60 2017), the MAMD data maturity model (Carretero et al 2017), or the work presented in (Rivas et al 2017). However, none of them provides an explicit approach to security that is focused on data itself.…”

Section: Related Workmentioning

confidence: 99%

Assessing data cybersecurity using ISO/IEC 25012

Verdugo

Rodríguez

2020

Software Qual J

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Data is of ever-growing importance and is widely considered to be a company's most valuable asset. Since data is becoming the main driver of business value, data quality and, specifically, data security are of paramount importance to companies. Various regulations related to data cybersecurity have been drawn up, such as the GDPR and the Cybersecurity Act, thus proving the importance placed on data cybersecurity by influential legislative institutions. Several standards related to security have emerged in recent years, most notably those of the ISO/IEC 27000 series. They are, however, focused on management systems and security infrastructure and ignore the security of the data itself. Other standards related to data quality, such as ISO 8000, also fail to address data security in depth. This paper, therefore, proposes a framework for the evaluation of data cybersecurity, consisting of a quality model, an evaluation process, and a tool for the visualization of the assessment results. This evaluation framework has been employed as the basis for a data cybersecurity certification scheme, which complements other certifiable standards related to data and security, such as ISO/IEC 27001 and ISO 8000. This work additionally presents the results of a pilot project in which the data cybersecurity of a commercial product was evaluated. The results of this pilot application allowed us to validate the feasibility of the evaluation framework defined.

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Towards a service architecture for master data exchange based on ISO 8000 with support to process large datasets

Cited by 14 publications

References 1 publication

A Data Quality Model for Master Data Repositories

A Data Quality Model for Master Data Repositories

Towards a software quality certification of master data-based applications

Assessing data cybersecurity using ISO/IEC 25012

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