DMP Quality Vocabulary
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DMP Quality Vocabulary

This version:
https://w3id.org/dmpdqv/ns/core/1.0.0
Latest version:
https://w3id.org/dmpdqv/ns/core
Authors:
Lukas Arnhold
Contributors:
Tomasz Miksa
Moritz Staudinger
Download serialization:
JSON-LD RDF/XML N-Triples TTL
License:
http://insertlicenseURIhere.example.org
Visualization:
Visualize with WebVowl
Cite as:
Lukas Arnhold. Retrieved from: https://w3id.org/dmpdqv
Provenance of this page
Ontology Specification Draft

Abstract

This document provides a framework in which the quality of a Data Data Management can be described.

Introduction back to ToC

This is a place holder text for the introduction. The introduction should briefly describe the ontology, its motivation, state of the art and goals.

Namespace declarations

Table 1: Namespaces used in the document
[Ontology NS Prefix]<https://w3id.org/dmpdqv/ns/core>
cube<http://purl.org/linked-data/cube#>
dmpdqv<https://w3id.org/dmpdqv/ns/core#>
dqv<http://www.w3.org/ns/dqv#>
foaf<http://xmlns.com/foaf/0.1/>
owl<http://www.w3.org/2002/07/owl#>
prov<http://www.w3.org/ns/prov#>
rdf<http://www.w3.org/1999/02/22-rdf-syntax-ns#>
rdfs<http://www.w3.org/2000/01/rdf-schema#>
skos<http://www.w3.org/2004/02/skos/core#>
terms<http://purl.org/dc/terms/>
vann<http://purl.org/vocab/vann/>
xml<http://www.w3.org/XML/1998/namespace>
xsd<http://www.w3.org/2001/XMLSchema#>

DMPQV: Overview back to ToC

This ontology has the following classes and properties.

Classes

Object Properties

Data Properties

Annotation Properties

DMPQV: Description back to ToC

This is a placeholder text for the description of your ontology. The description should include an explanation and a diagram explaining how the classes are related, examples of usage, etc.

Cross-reference for DMPQV classes, object properties and data properties back to ToC

This section provides details for each class and property defined by DMPQV.

Classes

Categoryc back to ToC or Class ToC

IRI: http://www.w3.org/ns/dqv#Category

Represents a group of quality dimensions in which a common type of information is used as quality indicator.
is in range of
in category op

Dimensionc back to ToC or Class ToC

IRI: http://www.w3.org/ns/dqv#Dimension

Represents criteria relevant for assessing quality. Each quality dimension must have one or more metric to measure it. A dimension is linked with a category using the dqv:inCategory property.
is in domain of
hasMetric op, hasSubDimension op, in category op
is in range of
hasSubDimension op, in dimension op

DMPLocationc back to ToC or Class ToC

IRI: https://w3id.org/dmpdqv/ns/core#DMPLocation

References a location in a maDMP.
is in domain of
entity dp, property dp
is in range of
computed on op

Guidancec back to ToC or Class ToC

IRI: https://w3id.org/dmpdqv/ns/core#Guidance

Provides guidance on how to improve the result of a given measurement.
is in range of
hasGuidance op

LifecycleStagec back to ToC or Class ToC

IRI: https://w3id.org/dmpdqv/ns/core#LifecycleStage

Indicates at what stage of the DMP lifecycle the measurements have been generated.
is in range of
appliedAtLifecycle op, hasApplicableLifecycle op

Metricc back to ToC or Class ToC

IRI: http://www.w3.org/ns/dqv#Metric

Represents a standard to measure a quality dimension. An observation (instance of dqv:QualityMeasurement) assigns a value in a given unit to a Metric.
is in domain of
expected data type dp, hasApplicableLifecycle op, hasTestDefinition op, in dimension op, inMetricGroup op, valueLowerBound dp, valueUpperBound dp
is in range of
hasMetric op, is measurement of op

MetricGroupc back to ToC or Class ToC

IRI: https://w3id.org/dmpdqv/ns/core#MetricGroup

is in domain of
hasMetric op
is in range of
inMetricGroup op

Quality Measurementc back to ToC or Class ToC

IRI: http://www.w3.org/ns/dqv#QualityMeasurement

Represents the evaluation of a given dataset (or dataset distribution) against a specific quality metric.
has super-classes
Observation c
is in domain of
appliedAtLifecycle op, computed on op, hasGuidance op, hasTestResult op, value dp, wasAttributedTo op
is in range of
has quality measurement op, hasQualityMeasurement op
is disjoint with
TestResult c

SoftwareAgentc back to ToC or Class ToC

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

Indicates which agent produced a given measurement.
is in range of
wasAttributedTo op

TestDefinitionc back to ToC or Class ToC

IRI: https://w3id.org/dmpdqv/ns/core#TestDefinition

Represents the definition of a Test for a Quality Metric.
is in domain of
expected data type dp, valueLowerBound dp, valueUpperBound dp
is in range of
hasTestDefinition op

TestResultc back to ToC or Class ToC

IRI: https://w3id.org/dmpdqv/ns/core#TestResult

Represents the result of the execution of a test according to a Test Definition.
is in domain of
hasTestDefinition op, value dp
is in range of
hasTestResult op
is disjoint with
Quality Measurement c

Object Properties

appliedAtLifecycleop back to ToC or Object Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#appliedAtLifecycle

Refers to the DMP Lifecycle Stage where the given action has been conducted.
has domain
Quality Measurement c
has range
LifecycleStage c

computed onop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dqv#computedOn

Refers to the resource (e.g., a dataset, a linkset, a graph, a set of triples) on which the quality measurement is performed. In the DQV context, this property is generally expected to be used in statements in which objects are instances of dcat:Dataset or dcat:Distribution.
has domain
Quality Measurement c
has range
DMPLocation c
is inverse of
has quality measurement op

has quality measurementop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dqv#hasQualityMeasurement

Refers to the performed quality measurements. Quality measurements can be performed to any kind of resource (e.g., a dataset, a linkset, a graph, a set of triples). However, in the DQV context, this property is generally expected to be used in statements in which subjects are instances of dcat:Dataset or dcat:Distribution.
has range
Quality Measurement c
is inverse of
computed on op

hasApplicableLifecycleop back to ToC or Object Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#hasApplicableLifecycle

Refers to the DMP Lifecycle stage where the given action can be done.
has domain
Metric c
has range
LifecycleStage c

hasGuidanceop back to ToC or Object Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#hasGuidance

has domain
Quality Measurement c
has range
Guidance c

hasMetricop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dqv#hasMetric

Refers to a Metric that belongs to a Dimension of MetricGroup.
has domain
Dimension c
MetricGroup c
has range
Metric c

hasParentDimensionop back to ToC or Object Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#hasParentDimension

Refers to a parent dimension of a dimension.
is inverse of
hasSubDimension op

hasQualityMeasurementop back to ToC or Object Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#hasQualityMeasurement

has domain
Thing c
has range
Quality Measurement c

hasSubDimensionop back to ToC or Object Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#hasSubDimension

Refers to subdimensions related with the given dimension.
has domain
Dimension c
has range
Dimension c
is inverse of
hasParentDimension op

hasTestDefinitionop back to ToC or Object Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#hasTestDefinition

Refers to a test definition.
has domain
Metric c
TestResult c
has range
TestDefinition c

hasTestResultop back to ToC or Object Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#hasTestResult

Refers to a certain test result belonging to a measurement.
has domain
Quality Measurement c
has range
TestResult c

in categoryop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dqv#inCategory

Represents the category a dimension is grouped in.
has domain
Dimension c
has range
Category c

in dimensionop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dqv#inDimension

Represents the dimensions a quality metric, certificate and annotation allow a measurement of.
has domain
Metric c
has range
Dimension c

inMetricGroupop back to ToC or Object Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#inMetricGroup

Refers to the Metric Group that a Metric belongs to.
has domain
Metric c
has range
MetricGroup c

is measurement ofop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dqv#isMeasurementOf

Indicates the metric being observed.
has domain
Observation c
has range
Metric c

wasAttributedToop back to ToC or Object Property ToC

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

Indicates which Software Agent was involved in the generation of a measurement.
has domain
Quality Measurement c
has range
SoftwareAgent c

Data Properties

entitydp back to ToC or Data Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#entity

has domain
DMPLocation c
has range
string

expected data typedp back to ToC or Data Property ToC

IRI: http://www.w3.org/ns/dqv#expectedDataType

Represents the expected data type for metric's observed value (e.g. xsd:boolean, xsd:double etc...)
has domain
Metric c
TestDefinition c
has range
any Simple Type

propertydp back to ToC or Data Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#property

has domain
DMPLocation c
has range
string

valuedp back to ToC or Data Property ToC

IRI: http://www.w3.org/ns/dqv#value

Refers to values computed by metric.
has domain
Quality Measurement c
TestResult c

valueLowerBounddp back to ToC or Data Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#valueLowerBound

has domain
Metric c
TestDefinition c

valueUpperBounddp back to ToC or Data Property ToC

IRI: https://w3id.org/dmpdqv/ns/core#valueUpperBound

has domain
Metric c
TestDefinition c

Annotation Properties

broaderap back to ToC or Annotation Property ToC

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

contributorap back to ToC or Annotation Property ToC

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

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

homepageap back to ToC or Annotation Property ToC

IRI: http://xmlns.com/foaf/0.1/homepage

modifiedap back to ToC or Annotation Property ToC

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

nameap back to ToC or Annotation Property ToC

IRI: http://xmlns.com/foaf/0.1/name

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

titleap back to ToC or Annotation Property ToC

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

typeap back to ToC or Annotation Property ToC

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

usage Noteap back to ToC or Annotation Property ToC

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

Legend back to ToC

c: Classes
op: Object Properties
dp: Data Properties

References back to ToC

Add your references here. It is recommended to have them as a list.

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.