dv-framework/datavalueframeworkGen/target/classes/dave.ttl

@prefix dave: <http://theme-e.adaptcentre.ie/dave#> .
@prefix dcat: <http://www.w3.org/ns/dcat#> .
@prefix dc: <http://purl.org/dc/elements/1.1/> .
@prefix dct: <http://purl.org/dc/terms/>.
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix qb: <http://purl.org/linked-data/cube#>.
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix sdmx-measure: <http://purl.org/linked-data/sdmx/2009/measure#> .
@prefix sdmx-attribute: <http://purl.org/linked-data/sdmx/2009/attribute#> .
@prefix sdmx-dimension: <http://purl.org/linked-data/sdmx/2009/dimension#> .
@prefix voaf: <http://purl.org/vocommons/voaf#>.
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix foaf: <http://xmlns.com/foaf/0.1/>.
@prefix vann: <http://purl.org/vocab/vann/> .


# VOCABULARY
dave:
	a owl:Ontology, voaf:Vocabulary ;
  dct:title """Data Value Vocabulary (DaVe)"""@en ;
  dc:description """The Data Value Vocabulary (DaVe) is an extensible core vocabulary that allows user to use custom data value dimensions and metrics to characterise data value in a specific context. This flexibility allows for the comprehensive modelling of data value. As a data value model, DaVe allows users to monitor data value as it occurs within a data exploitation or value creation process (data value chain)"""@en ;
  dct:creator [
    foaf:name "Judie Attard";
    foaf:mbox <mailto:attardj@scss.tcd.ie>
  ] ;
	dct:contributor [
    foaf:name "Rob Brennan";
    foaf:homepage <https://www.tcd.ie/research/profiles/?profile=rbrenna>
  ] ;
  dct:modified "2019-06-12"^^xsd:date ;
  dct:language "en"^^xsd:language ;
  vann:preferredNamespaceUri "http://theme-e.adaptcentre.ie/dave#";
  vann:preferredNamespacePrefix "dave";
  foaf:homepage <http://theme-e.adaptcentre.ie/dave/> .

# CLASSES
dave:DataValue
	a	rdfs:Class, owl:Class  ;
	rdfs:comment	"""Defines an aggregation of data value dimensions that characterise data value for a specific context of data use."""@en ;
	rdfs:label """Data Value Characterisation"""@en .

dave:Toolset
	a	rdfs:Class, owl:Class  ;
	rdfs:comment	"""Identifies a specific framework or toolset that implements data value metrics"""@en ;
	rdfs:label """Framework or Toolset"""@en .

dave:Description
	a	rdfs:Class, owl:Class  ;
	rdfs:comment	"""Describes a data value metric, including the context of use, the expected result, and the approach taken within the Metric to assess data value"""@en ;
	rdfs:label """Metric Description"""@en .

dave:ValueMeasurement
	a	rdfs:Class, owl:Class  ;
	rdfs:subClassOf qb:Observation ,
		[ 	rdf:type owl:Restriction ;
			owl:onProperty sdmx-dimension:timePeriod ;
			owl:cardinality "1"^^xsd:nonNegativeInteger
		] ,
		[ 	rdf:type owl:Restriction ;
			owl:onProperty dave:computedOn ;
			owl:cardinality "1"^^xsd:nonNegativeInteger
		]  ,
		[ 	rdf:type owl:Restriction ;
			owl:onProperty dave:hasReading ;
			owl:cardinality "1"^^xsd:nonNegativeInteger
		]  ,
		[ 	rdf:type owl:Restriction ;
			owl:onProperty dave:hasValue ;
			owl:cardinality "1"^^xsd:nonNegativeInteger
		]  ;
	rdfs:comment	"""Contains the measurement (quantification) of a data value metric for assessing a data resource or dataset, as well as details about the assessment execution."""@en ;
	rdfs:label """Value Measurement"""@en .

#ABSTRACT CLASSES

dave:Dimension
	a	rdfs:Class, owl:Class ;
	rdfs:subClassOf qb:DataSet ;
	rdfs:comment	"""This represents the highest level of the characterisation of data value. A Dimension contains a number of data value Metric Groups. Dimensions are provided as subclasses of this abstract class, which is not intended for direct usage."""@en ;
	rdfs:label	"""Dimension"""@en .

dave:MetricGroup
	a	rdfs:Class, owl:Class ;
	rdfs:comment	"""A metric group is the second level of characterisation of data value, and represents a group of metrics that are related to each other, e.g. by being a recognised set of independent proxies for a given data value dimension. Each Metric Group is a part of a larger group called dimension (See dave:Dimension). MetricGroups are provided as subclasses of this abstract class, which is not intended for direct usage."""@en ;
	rdfs:label	"""Metric Groups"""@en .

dave:Metric
	a	rdfs:Class, owl:Class ;
	rdfs:subClassOf
		[ 	rdf:type owl:Restriction ;
			owl:onProperty dave:ValueMeasurement ;
			owl:minCardinality "1"^^xsd:nonNegativeInteger
		]  ;
	rdfs:comment	"""This is the smallest unit of characterisation of data value. It is part of a larger group called Metric Group (See dave:MetricGroup). This concept represents metrics that are heuristics designed to fit a specific assessment situation. Metrics are provided as subclasses of this abstract class, which is not intended for direct usage."""@en ;
	rdfs:label	"Metric"@en .

# PROPERTIES
dave:datasetOwner
	a	rdf:Property, owl:ObjectProperty ;
	rdfs:label	"Dataset Owner"@en ;
	rdfs:comment	"""This property indicates the owner of the data resource or dataset ."""@en ;
	rdfs:domain	dcat:Dataset ;
	rdfs:range	foaf:Agent .


dave:relevantToDataset
	a	rdf:Property, owl:ObjectProperty ;
	rdfs:label	"Relevant to Dataset"@en ;
	rdfs:comment	"""This property indicates the data resource or dataset that the data value metadata describes."""@en ;
	rdfs:domain	dave:DataValue ;
	rdfs:range	dcat:Dataset .

dave:computedOn
	a	rdf:Property, owl:ObjectProperty, qb:DimensionProperty ;
	rdfs:label	"computed on"@en ;
	rdfs:comment	"""This property indicates the data resource or dataset that is being analysed using a Data Value metric."""@en ;
	rdfs:domain	dave:ValueMeasurement ;
	rdfs:range	dcat:Dataset .

dave:hasValueDimension
	a	rdf:Property, owl:ObjectProperty ;
	rdfs:label	"has Value Dimension"@en ;
	rdfs:comment	"""This property will link a Data Value object (dave:DataValue) to any data value dimensions it contains. """@en ;
	rdfs:domain dave:DataValue ;
	rdfs:range dave:Dimension .

dave:hasValueGroup
	a	rdf:Property, owl:ObjectProperty ;
	rdfs:label	"has Value Group"@en ;
	rdfs:comment	"""This property will link a Dimension (dave:Dimension) to data metric groups (dave:MetricGroup)."""@en ;
	rdfs:range dave:MetricGroup ;
	rdfs:domain dave:Dimension .

dave:hasValueMetric
	a	rdf:Property, owl:ObjectProperty ;
	rdfs:label	"has Value Metric"@en ;
	rdfs:comment	"""This property will link a data metric group (dave:MetricGroup) to the related metrics (dave:Metric)."""@en ;
	rdfs:domain dave:MetricGroup ;
	rdfs:range dave:Metric .

dave:implementsMetric
	a	rdf:Property, owl:ObjectProperty ;
	rdfs:label	"Implements Metric"@en ;
	rdfs:comment	"""This property will link a toolset to any metrics it implements."""@en ;
	rdfs:domain	dave:Toolset ;
	rdfs:range dave:Metric .

dave:hasDescription
	a	rdf:Property, owl:ObjectProperty ;
	rdfs:label	"has Description"@en ;
	rdfs:comment	"""This property will link a metric with its relevant description."""@en ;
	rdfs:domain	dave:Metric ;
	rdfs:range dave:Description .

dave:hasValueMeasurement
	a	rdf:Property, owl:ObjectProperty ;
	rdfs:label	"has Value Measurement"@en ;
	rdfs:comment	"""This property provides a link between a metric, and any number of measurements for the implementation of this metric."""@en ;
	rdfs:domain	dave:Metric ;
	rdfs:range	 dave:ValueMeasurement .

dave:hasValue
	a	rdf:Property, owl:DatatypeProperty, qb:MeasureProperty ;
	rdfs:label	"has Value"@en ;
	rdfs:comment	"""Each metric will return a quantification of value as a percentage. This property links this quantification to the respective metric. """@en ;
	rdfs:domain	dave:ValueMeasurement .

dave:basedOnReading
	a	rdf:Property, owl:DatatypeProperty, qb:MeasureProperty ;
	rdfs:label	"based on Reading"@en ;
	rdfs:comment	"""Each metric needs a variable to be calculated. This property will link to the relevant variable. Since there will be different return types for different metrics, this property will link a metric with a value object, including boolean, double, literal, etc."""@en ;
	rdfs:domain	dave:ValueMeasurement .

sdmx-dimension:timePeriod
	a	qb:DimensionProperty ;
	rdfs:domain	dave:ValueMeasurement ;
	rdfs:comment	"""This property is used to link a Value Measurement to a timestamp"""@en ;
	rdfs:range xsd:dateTime .

#----------------------------------------------------------

#Quality Dimension
dave:Quality
	a rdfs:Class ;
	rdfs:subClassOf dave:Dimension ;
	rdfs:comment "Encompasses data value aspects that are related to quality" ;
	rdfs:label "Quality".

#INTRINSIC Quality Metric Group ****************************
dave:IntrinsicQuality
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess intrinsic data value aspects that are related to quality" ;
	rdfs:label "Intrinsic Quality".

dave:Completeness
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating data asset value based on the completeness of a data asset";
	rdfs:label "Completeness".

dave:Format
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on the format of a data asset" ;
	rdfs:label	"Format" .

dave:Accuracy
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on the accuracy of a data asset" ;
	rdfs:label	"Accuracy" .

dave:Clarity
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on the clarity of a data asset" ;
	rdfs:label	"Clarity" .

dave:Consistency
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on any (logical/formal) contradictions with respect to particular knowledge representation and inference mechanisms" ;
	rdfs:label	"Consistency" .


#EXTRINSIC Quality Metric Group ****************************
dave:ExtrinsicQuality
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess extrinsic data value aspects that are related to quality" ;
	rdfs:label "Extrinsic Quality".

dave:Timeliness
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on the timeliness of a data asset for a particular use case" ;
	rdfs:label	"Timeliness" .

dave:Accessibility
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on the ability to access to and retrieve the data asset" ;
	rdfs:label	"Accessibility" .

dave:Usability
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on the usability of a data asset" ;
	rdfs:label	"Usability" .

#----------------------------------------------------------

#Impact Dimension
dave:Impact
	a rdfs:Class ;
	rdfs:subClassOf dave:Dimension ;
	rdfs:comment "Encompasses data value aspects that are related to impact" ;
	rdfs:label "Impact".

#Business Impact Metric group ****************************
dave:BusinessImpact
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess data value aspects that are related to the business impact" ;
	rdfs:label "Business Impact".

dave:Utility
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on the utility or meaning to business of a data asset" ;
	rdfs:label	"Utility" .

dave:Relevance
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on the relevance of a data asset (to the context of use)" ;
	rdfs:label	"Relevance" .

#Data Impact Metric group ****************************
dave:DataImpact
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess data value aspects that are related to the data impact" ;
	rdfs:label "Data Impact".

dave:Uniqueness
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on the uniqueness of a data asset (when compared to other existing data assets)" ;
	rdfs:label	"Uniqueness" .

dave:DegreeOfChange
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating data asset value based on the degree of change that a data asset provides, when compared to older/existing data assets" ;
	rdfs:label	"Degree of Change" .

#----------------------------------------------------------

#Usage Dimension
dave:Usage
	a rdfs:Class ;
	rdfs:subClassOf dave:Dimension ;
	rdfs:comment "Encompasses data value aspects that are related to usage" ;
	rdfs:label "Usage" .

#Data Usage Related Metric group ****************************
dave:DataUsage
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess usage data value aspects that are related to the data in a data asset" ;
	rdfs:label "Data Usage" .

dave:FrequencyOfAccess
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating data asset value based on the number of accesses to a data asset" ;
	rdfs:label "Frequency of access" .

dave:LastModificationDate
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating data asset value based on the last date on which a data asset was modified" ;
	rdfs:label "Last Modification Date" .

dave:ExpectedUsage
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating data asset value based on the predicted use of a data asset" ;
	rdfs:label "Expected Usage" .

dave:NumberOfApplications
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating data asset value based on the number of applications using a data asset" ;
	rdfs:label "Number of Applications" .

dave:CreatedOn
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating data asset value based on the date the asset was created" ;
	rdfs:label "Creation Date" .


#User Usage Related Metric group ****************************
dave:UserUsage
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess usage data value aspects that are related to the users of a data asset" ;
	rdfs:label "User Usage" .

dave:NumberOfUsers
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating data asset value based on the number of users of a data asset" ;
	rdfs:label "Number of Users" .

dave:CreatedBy
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating data asset value based on the creator of the asset" ;
	rdfs:label "Created by" .

dave:ClassOfCreator
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating data asset value based on the class of the creator of a data asset. `Higher' classes (e.g. manager) = more value" ;
	rdfs:label "Class of Creator" .

dave:ClassOfUsers
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating data asset value based on the classes of the users of a data asset. `Higher' classes (e.g. manager) = more value" ;
	rdfs:label "Class of Users" .

#----------------------------------------------------------

#Infrastructure Dimension
dave:Infrastructure
	a rdfs:Class ;
	rdfs:subClassOf dave:Dimension ;
	rdfs:comment "Encompasses data value aspects that are related to the infrastructure" ;
	rdfs:label "Infrastructure".

#USAGE Related Infrastructure Metric group ****************************
dave:UsageInfrastructure
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess data value aspects that are related to the usage/business infrastructure" ;
	rdfs:label "Usage Infrastructure" .

dave:BusinessScope
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric used to specify the business scope (domain) of the data asset";
	rdfs:label "Business Scope".

dave:Distribution
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating the data asset value based on the amount of distribution/sharing of the data asset";
	rdfs:label "Distribution".



#DATA Related Infrastructure Metric group ****************************
dave:DataInfrastructure
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess data value aspects that are related to the data infrastructure" ;
	rdfs:label "Data Infrastructure" .

dave:DataManagement
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating the data asset value based on the capability maturity level for data management on the data asset";
	rdfs:label "Data Management".

dave:Integration
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating the data asset value based on the level of integration of a data asset with other data assets";
	rdfs:label "Integration".


#----------------------------------------------------------

#Financial Dimension
dave:Financial
	a rdfs:Class ;
	rdfs:subClassOf dave:Dimension ;
	rdfs:comment "Encompasses data value aspects that are related to finance" ;
	rdfs:label "Financial".

#COST Related Metric group ****************************
dave:CostFinancial
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess data value aspects that are related to the cost of data assets" ;
	rdfs:label "Cost Finance" .

dave:MaintenanceCost
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating the data asset value based on the cost of maintenance the data asset";
	rdfs:label "Maintenance Cost".

dave:AcquisitionCost
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating the data asset value based on the cost of buying/generating the data asset";
	rdfs:label "Acquisition Cost".

#PROFIT Related Infrastructure Metric group ****************************
dave:ProfitFinancial
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess data value aspects that are related to the profit resulting from using data assets" ;
	rdfs:label "Profit Finance" .

dave:ReturnOnInvestment
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment "A metric calculating the data asset value based on the ROI of the data asset";
	rdfs:label "Return on Investment".

#----------------------------------------------------------

#Data Dimension
dave:Data
	a rdfs:Class ;
	rdfs:subClassOf dave:Dimension ;
	rdfs:comment "Encompasses data value aspects that are related to the data within the data asset" ;
	rdfs:label "Data".

#Intrinsic Data Metric group ****************************
dave:IntrinsicData
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess data value aspects that are related to intrinsic aspects about the data within data assets" ;
	rdfs:label "Intrinsic Data" .

dave:Volume
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating the data asset value based on the size of a data asset" ;
	rdfs:label	"Volume" .

dave:Contents
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating the data asset value based on the contents of a data asset" ;
	rdfs:label	"Contents" .


#Extrinsic Data Metric group ****************************
dave:ExtrinsicData
	a rdfs:Class ;
	rdfs:subClassOf dave:MetricGroup ;
	rdfs:comment "Encompasses metrics that assess data value aspects that are related to extrinsic aspects about the data within data assets" ;
	rdfs:label "Extrinsic Data" .

dave:Trust
	a rdfs:Class ;
	rdfs:subClassOf dave:Metric ;
	rdfs:comment	"A metric calculating the data asset value based on the trust of a user in a data asset" ;
	rdfs:label	"Trust" .