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Linked.Archi ISO/IEC 25012 Data Quality Model

Release: 2020-07-27

Modified on: 2026-05-02
This version:
https://meta.linked.archi/iso25012/0.2.0#
Previous version:
https://meta.linked.archi/iso25012/0.1.0#
Revision:
0.2.0
Issued on:
2020-07-27
Authors:
Kalin Maldzhanski
Publisher:
Linked.Archi
Source:
https://www.iso.org/standard/35736.html
See also:
https://iso25000.com/index.php/en/iso-25000-standards/iso-25012
https://www.iso.org/standard/35736.html
Download serialization:
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License:
http://creativecommons.org/licenses/by/4.0/
Visualization:
Visualize with WebVowl
Cite as:
ISO/IEC 25012 Software engineering — Software product Quality Requirements and Evaluation (SQuaRE) — Data quality model
Provenance of this page
draft

Abstract

Data quality characteristics from ISO/IEC 25012, modelled as a class/individual hierarchy for use in data quality evaluation and architecture assessment.

Linked.Archi ISO/IEC 25012 Data Quality Model: Overview back to ToC

This ontology has the following classes and properties.

Classes

Annotation Properties

Named Individuals

Linked.Archi ISO/IEC 25012 Data Quality Model: Description back to ToC

Ontology of data quality characteristics from ISO/IEC 25012. DataQuality is the root owl:Class (subClassOf arch:QualityAttribute). The fifteen data quality characteristics are owl:NamedIndividual instances of DataQuality — vocabulary terms referenced by arch:QualityMeasure and ad:QualityAttributeRequirement. Grouped into inherent, system-dependent, and inherent/system-dependent categories via skos:note.

Cross-reference for Linked.Archi ISO/IEC 25012 Data Quality Model classes, object properties and data properties back to ToC

This section provides details for each class and property defined by Linked.Archi ISO/IEC 25012 Data Quality Model.

Classes

Data Qualityc back to ToC or Class ToC

IRI: https://meta.linked.archi/iso25012#DataQuality

The totality of characteristics of data that bear on its ability to satisfy stated and implied needs when used under specified conditions.
has super-classes
quality attribute c
has members
Accessibility ni, Accuracy ni, Availability ni, Completeness ni, Compliance ni, Confidentiality ni, Consistency ni, Credibility ni, Currentness ni, Efficiency ni, Portability ni, Precision ni, Recoverability ni, Traceability ni, Understandability ni

Annotation Properties

abstractap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/abstract

citationap back to ToC or Annotation Property ToC

IRI: http://schema.org/citation

createdap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/created

creatorap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/creator

definitionap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/2004/02/skos/core#definition

descriptionap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/description

issuedap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/issued

licenseap back to ToC or Annotation Property ToC

IRI: http://creativecommons.org/ns#license

modifiedap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/modified

noteap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/2004/02/skos/core#note

pref labelap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/2004/02/skos/core#prefLabel

preferred namespace prefixap back to ToC or Annotation Property ToC

IRI: http://purl.org/vocab/vann/preferredNamespacePrefix

preferred namespace uriap back to ToC or Annotation Property ToC

IRI: http://purl.org/vocab/vann/preferredNamespaceUri

publisherap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/publisher

sourceap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/source

statusap back to ToC or Annotation Property ToC

IRI: http://purl.org/ontology/bibo/status

titleap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/title

was derived fromap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/ns/prov#wasDerivedFrom

Named Individuals

Accessibilityni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Accessibility

Degree to which data can be accessed in a specific context of use, particularly by people who need assistive technology or special configuration because of some disability.
belongs to
Data Quality c

Accuracyni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Accuracy

Degree to which data has attributes that correctly represent the true value of the intended attribute of a concept or event in a specific context of use.
belongs to
Data Quality c

Availabilityni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Availability

Degree to which data has attributes that enable it to be retrieved by authorized users and/or applications in a specific context of use.
belongs to
Data Quality c

Completenessni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Completeness

Degree to which subject data associated with an entity has values for all expected attributes and related entity instances in a specific context of use.
belongs to
Data Quality c

Complianceni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Compliance

Degree to which data has attributes that adhere to standards, conventions, or regulations in force and similar rules relating to data quality in a specific context of use.
belongs to
Data Quality c

Confidentialityni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Confidentiality

Degree to which data has attributes that ensure it is only accessible and interpretable by authorized users in a specific context of use.
belongs to
Data Quality c

Consistencyni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Consistency

Degree to which data has attributes that are free from contradiction and are coherent with other data in a specific context of use.
belongs to
Data Quality c

Credibilityni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Credibility

Degree to which data has attributes that are regarded as true and believable by users in a specific context of use.
belongs to
Data Quality c

Currentnessni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Currentness

Degree to which data has attributes that are of the right age in a specific context of use.
belongs to
Data Quality c

Efficiencyni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Efficiency

Degree to which data has attributes that can be processed and provide the expected levels of performance by using the appropriate amounts and types of resources in a specific context of use.
belongs to
Data Quality c

Portabilityni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Portability

Degree to which data has attributes that enable it to be installed, replaced, or moved from one system to another while preserving the existing quality in a specific context of use.
belongs to
Data Quality c

Precisionni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Precision

Degree to which data has attributes that are exact or that provide discrimination in a specific context of use.
belongs to
Data Quality c

Recoverabilityni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Recoverability

Degree to which data has attributes that enable it to maintain and preserve a specified level of operations and quality, even in the event of failure, in a specific context of use.
belongs to
Data Quality c

Traceabilityni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Traceability

Degree to which data has attributes that provide an audit trail of access to the data and of any changes made to the data in a specific context of use.
belongs to
Data Quality c

Understandabilityni back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/iso25012#Understandability

Degree to which data has attributes that enable it to be read and interpreted by users, and is expressed in appropriate languages, symbols, and units in a specific context of use.
belongs to
Data Quality c

Legend back to ToC

c: Classes
ni: Named Individuals

Changes from last version

Acknowledgments back to ToC

The authors would like to thank Silvio Peroni for developing LODE, a Live OWL Documentation Environment, which is used for representing the Cross Referencing Section of this document and Daniel Garijo for developing Widoco, the program used to create the template used in this documentation.