beyza.yaman преди 3 години
ревизия
722ce62306
променени са 5 файла, в които са добавени 1930 реда и са изтрити 0 реда
  1. 610 0
      data-quality-iso19157.rdf
  2. 145 0
      iso25012-dqi.ttl
  3. 168 0
      iso8000-dqi.ttl
  4. 912 0
      linked-data-dqm.ttl
  5. 95 0
      standards-mapping.ttl

+ 610 - 0
data-quality-iso19157.rdf

@@ -0,0 +1,610 @@
+<?xml version="1.0"?>
+
+<!DOCTYPE rdf:RDF [
+  <!ENTITY owl "http://www.w3.org/2002/07/owl#" >
+  <!ENTITY xsd "http://www.w3.org/2001/XMLSchema#" >
+  <!ENTITY rdfs "http://www.w3.org/2000/01/rdf-schema#" >
+  <!ENTITY rdf "http://www.w3.org/1999/02/22-rdf-syntax-ns#" >
+  <!ENTITY dc "http://purl.org/dc/elements/1.1/" >
+  <!ENTITY dct "http://purl.org/dc/terms/" >
+  <!ENTITY skos "http://www.w3.org/2004/02/skos/core#" >
+  <!ENTITY iso19150-2 "http://def.isotc211.org/iso19150/-2/2012/base#" >
+  <!ENTITY iso19115-1_1189 "http://def.isotc211.org/iso19115/-1/2014/CommonClasses#" >
+  <!ENTITY iso19115-1_1194 "http://def.isotc211.org/iso19115/-1/2014/CitationAndResponsiblePartyInformation#" >
+  <!ENTITY iso19157_1165 "http://def.isotc211.org/iso19157/2013/DataQualityResult#" >
+  <!ENTITY iso19157_1167 "http://def.isotc211.org/iso19157/2013/DataQualityEvaluation#" >
+  <!ENTITY iso19157 "http://def.isotc211.org/iso19157/2013/DataQuality_2#" >
+
+]>
+
+<rdf:RDF xmlns="http://def.isotc211.org/iso19157/2013/DataQuality_2#"
+  xml:base="http://def.isotc211.org/iso19157/2013/DataQuality_2"
+  xmlns:owl="http://www.w3.org/2002/07/owl#"
+  xmlns:xsd="http://www.w3.org/2001/XMLSchema#"
+  xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#"
+  xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+  xmlns:dc="http://purl.org/dc/elements/1.1/"
+  xmlns:dct="http://purl.org/dc/terms/"
+  xmlns:skos="http://www.w3.org/2004/02/skos/core#"
+  xmlns:iso19150-2="http://def.isotc211.org/iso19150/-2/2012/base#"
+  xmlns:iso19115-1_1189="http://def.isotc211.org/iso19115/-1/2014/CommonClasses#"
+  xmlns:iso19115-1_1194="http://def.isotc211.org/iso19115/-1/2014/CitationAndResponsiblePartyInformation#"
+  xmlns:iso19157_1165="http://def.isotc211.org/iso19157/2013/DataQualityResult#"
+  xmlns:iso19157_1167="http://def.isotc211.org/iso19157/2013/DataQualityEvaluation#"
+  xmlns:iso19157="http://def.isotc211.org/iso19157/2013/DataQuality_2#">
+
+  <!--+++++++++++++++++++++++++++++++++++++++-->
+  <!-- Ontology: ISO 19157:2013 Data quality -->
+  <!--+++++++++++++++++++++++++++++++++++++++-->
+  <owl:Ontology rdf:about="http://def.isotc211.org/iso19157/2013/DataQuality_2">
+    <rdfs:label>ISO 19157:2013 Data quality</rdfs:label>
+    <dct:source>http://standards.iso.org/iso/19157/ed-1/en/</dct:source>
+    <owl:versionInfo>2013</owl:versionInfo>
+    <owl:imports rdf:resource="http://def.isotc211.org/iso19157/2013/DataQualityResult"/>
+    <owl:imports rdf:resource="http://def.isotc211.org/iso19157/2013/DataQualityEvaluation"/>
+    <!--owl:imports rdf:resource="http://def.isotc211.org/iso19115/-1/2014/CommonClasses"/>
+    <owl:imports rdf:resource="http://def.isotc211.org/iso19115/-1/2014/CitationAndResponsiblePartyInformation"/>
+    <owl:imports rdf:resource="http://def.isotc211.org/iso19150/-2/2012/base"/-->
+  </owl:Ontology>
+
+  <!--++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_AbsoluteExternalPositionalAccuracy -->
+  <!--++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_AbsoluteExternalPositionalAccuracy">
+    <rdfs:label>DQ_AbsoluteExternalPositionalAccuracy</rdfs:label>
+    <skos:definition>closeness of reported coordinate values to values accepted as or being true</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_PositionalAccuracy"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_AccuracyOfATimeMeasurement -->
+  <!--++++++++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_AccuracyOfATimeMeasurement">
+    <rdfs:label>DQ_AccuracyOfATimeMeasurement</rdfs:label>
+    <skos:definition>correctness of the temporal references of an item (reporting of error in time measurement)</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_TemporalQuality"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++-->
+  <!-- Class: DQ_Completeness -->
+  <!--++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_Completeness">
+    <rdfs:label>DQ_Completeness</rdfs:label>
+    <skos:definition>presence and absence of features, their attributes and their relationships</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:isAbstract rdf:datatype="&xsd;boolean">true</iso19150-2:isAbstract>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_Element"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_CompletenessCommission -->
+  <!--++++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_CompletenessCommission">
+    <rdfs:label>DQ_CompletenessCommission</rdfs:label>
+    <skos:definition>excess data present in the dataset, as described by the scope</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_Completeness"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_CompletenessOmission -->
+  <!--++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_CompletenessOmission">
+    <rdfs:label>DQ_CompletenessOmission</rdfs:label>
+    <skos:definition>data absent from the dataset, as described by the scope</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_Completeness"/>
+  </owl:Class>
+
+  <!--+++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_ConceptualConsistency -->
+  <!--+++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_ConceptualConsistency">
+    <rdfs:label>DQ_ConceptualConsistency</rdfs:label>
+    <skos:definition>adherence to rules of the conceptual schema</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_LogicalConsistency"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++-->
+  <!-- Class: DQ_DataInspection -->
+  <!--++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_DataInspection">
+    <rdfs:label>DQ_DataInspection</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157_1167;DQ_EvaluationMethod"/>
+  </owl:Class>
+
+  <!--+++++++++++++++++++++++-->
+  <!-- Class: DQ_DataQuality -->
+  <!--+++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_DataQuality">
+    <rdfs:label>DQ_DataQuality</rdfs:label>
+    <skos:definition>quality information for the data specified by a data quality scope </skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_DataQuality.scope"/>
+        <owl:cardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:cardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_DataQuality.scope"/>
+        <owl:allValuesFrom rdf:resource="&iso19115-1_1189;MD_Scope"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_DataQuality.report"/>
+        <owl:minCardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:minCardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_DataQuality.report"/>
+        <owl:allValuesFrom rdf:resource="&iso19157;DQ_Element"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_DataQuality.standaloneQualityReport"/>
+        <owl:maxCardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:maxCardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_DataQuality.standaloneQualityReport"/>
+        <owl:allValuesFrom rdf:resource="&iso19157;DQ_StandaloneQualityReportInformation"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+  </owl:Class>
+
+  <!--+++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_DomainConsistency -->
+  <!--+++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_DomainConsistency">
+    <rdfs:label>DQ_DomainConsistency</rdfs:label>
+    <skos:definition>adherence of values to the value domains</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_LogicalConsistency"/>
+  </owl:Class>
+
+  <!--+++++++++++++++++++-->
+  <!-- Class: DQ_Element -->
+  <!--+++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_Element">
+    <rdfs:label>DQ_Element</rdfs:label>
+    <skos:definition>aspect of quantitative quality information</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:isAbstract rdf:datatype="&xsd;boolean">true</iso19150-2:isAbstract>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_Element.standaloneQualityReportDetails"/>
+        <owl:maxCardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:maxCardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_Element.standaloneQualityReportDetails"/>
+        <owl:allValuesFrom rdf:resource="&xsd;string"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_Element.evaluationMethod"/>
+        <owl:maxCardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:maxCardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_Element.evaluationMethod"/>
+        <owl:allValuesFrom rdf:resource="&iso19157_1167;DQ_EvaluationMethod"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_Element.derivedElement"/>
+        <owl:allValuesFrom rdf:resource="&iso19157;DQ_Element"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_Element.result"/>
+        <owl:minCardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:minCardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_Element.result"/>
+        <owl:allValuesFrom rdf:resource="&iso19157_1165;DQ_Result"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_Element.measure"/>
+        <owl:maxCardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:maxCardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_Element.measure"/>
+        <owl:allValuesFrom rdf:resource="&iso19157;DQ_MeasureReference"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+  </owl:Class>
+
+  <!--+++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_FormatConsistency -->
+  <!--+++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_FormatConsistency">
+    <rdfs:label>DQ_FormatConsistency</rdfs:label>
+    <skos:definition>degree to which data is stored in accordance with the physical structure of the dataset, as described by the scope</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_LogicalConsistency"/>
+  </owl:Class>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_GriddedDataPositionalAccuracy -->
+  <!--+++++++++++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_GriddedDataPositionalAccuracy">
+    <rdfs:label>DQ_GriddedDataPositionalAccuracy</rdfs:label>
+    <skos:definition>closeness of gridded data position values to values accepted as or being true</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_PositionalAccuracy"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_LogicalConsistency -->
+  <!--++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_LogicalConsistency">
+    <rdfs:label>DQ_LogicalConsistency</rdfs:label>
+    <skos:definition>degree of adherence to logical rules of data structure, attribution and relationships (data structure can be conceptual, logical or physical)</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:isAbstract rdf:datatype="&xsd;boolean">true</iso19150-2:isAbstract>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_Element"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_MeasureReference -->
+  <!--++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_MeasureReference">
+    <rdfs:label>DQ_MeasureReference</rdfs:label>
+    <skos:definition>reference to the measure used</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:constraint>If measureIdentification is not provided, then nameOfMeasure shall be provided</iso19150-2:constraint>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_MeasureReference.measureIdentification"/>
+        <owl:maxCardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:maxCardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_MeasureReference.measureIdentification"/>
+        <owl:allValuesFrom rdf:resource="&iso19115-1_1189;MD_Identifier"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_MeasureReference.nameOfMeasure"/>
+        <owl:allValuesFrom rdf:resource="&xsd;string"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_MeasureReference.measureDescription"/>
+        <owl:maxCardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:maxCardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_MeasureReference.measureDescription"/>
+        <owl:allValuesFrom rdf:resource="&xsd;string"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+  </owl:Class>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_NonQuantitativeAttributeCorrectness -->
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_NonQuantitativeAttributeCorrectness">
+    <rdfs:label>DQ_NonQuantitativeAttributeCorrectness</rdfs:label>
+    <skos:definition>correctness of non-quantitative attributes</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_ThematicAccuracy"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_PositionalAccuracy -->
+  <!--++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_PositionalAccuracy">
+    <rdfs:label>DQ_PositionalAccuracy</rdfs:label>
+    <skos:definition>accuracy of the position of features</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:isAbstract rdf:datatype="&xsd;boolean">true</iso19150-2:isAbstract>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_Element"/>
+  </owl:Class>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_QuantitativeAttributeAccuracy -->
+  <!--+++++++++++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_QuantitativeAttributeAccuracy">
+    <rdfs:label>DQ_QuantitativeAttributeAccuracy</rdfs:label>
+    <skos:definition>accuracy of quantitative attributes </skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_ThematicAccuracy"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_RelativeInternalPositionalAccuracy -->
+  <!--++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_RelativeInternalPositionalAccuracy">
+    <rdfs:label>DQ_RelativeInternalPositionalAccuracy</rdfs:label>
+    <skos:definition>closeness of the relative positions of features in the scope to their respective relative positions accepted as or being true</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_PositionalAccuracy"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_StandaloneQualityReportInformation -->
+  <!--++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_StandaloneQualityReportInformation">
+    <rdfs:label>DQ_StandaloneQualityReportInformation</rdfs:label>
+    <skos:definition>reference to an external standalone quality report</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_StandaloneQualityReportInformation.reportReference"/>
+        <owl:cardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:cardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_StandaloneQualityReportInformation.reportReference"/>
+        <owl:allValuesFrom rdf:resource="&iso19115-1_1194;CI_Citation"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_StandaloneQualityReportInformation.abstract"/>
+        <owl:cardinality rdf:datatype="&xsd;nonNegativeInteger">1</owl:cardinality>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_StandaloneQualityReportInformation.abstract"/>
+        <owl:allValuesFrom rdf:resource="&xsd;string"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+    <rdfs:subClassOf>
+      <owl:Restriction>
+        <owl:onProperty rdf:resource="&iso19157;DQ_StandaloneQualityReportInformation.elementReport"/>
+        <owl:allValuesFrom rdf:resource="&iso19157;DQ_Element"/>
+      </owl:Restriction>
+    </rdfs:subClassOf>
+  </owl:Class>
+
+  <!--+++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_TemporalConsistency -->
+  <!--+++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_TemporalConsistency">
+    <rdfs:label>DQ_TemporalConsistency</rdfs:label>
+    <skos:definition>correctness of ordered events or sequences, if reported</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_TemporalQuality"/>
+  </owl:Class>
+
+  <!--+++++++++++++++++++++++++++-->
+  <!-- Class: DQ_TemporalQuality -->
+  <!--+++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_TemporalQuality">
+    <rdfs:label>DQ_TemporalQuality</rdfs:label>
+    <skos:definition>accuracy of the temporal attributes and temporal relationships of features</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:isAbstract rdf:datatype="&xsd;boolean">true</iso19150-2:isAbstract>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_Element"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_TemporalValidity -->
+  <!--++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_TemporalValidity">
+    <rdfs:label>DQ_TemporalValidity</rdfs:label>
+    <skos:definition>validity of data specified by the scope with respect to time</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_TemporalQuality"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_ThematicAccuracy -->
+  <!--++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_ThematicAccuracy">
+    <rdfs:label>DQ_ThematicAccuracy</rdfs:label>
+    <skos:definition>accuracy of quantitative attributes and the correctness of non-quantitative attributes and of the classifications of features and their relationships</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:isAbstract rdf:datatype="&xsd;boolean">true</iso19150-2:isAbstract>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_Element"/>
+  </owl:Class>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_ThematicClassificationCorrectness -->
+  <!--+++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_ThematicClassificationCorrectness">
+    <rdfs:label>DQ_ThematicClassificationCorrectness</rdfs:label>
+    <skos:definition>comparison of the classes assigned to features or their attributes to a universe of discourse</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_ThematicAccuracy"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_TopologicalConsistency -->
+  <!--++++++++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_TopologicalConsistency">
+    <rdfs:label>DQ_TopologicalConsistency</rdfs:label>
+    <skos:definition>correctness of the explicitly encoded topological characteristics of the dataset as described by the scope</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_LogicalConsistency"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++-->
+  <!-- Class: DQ_UsabilityElement -->
+  <!--++++++++++++++++++++++++++++-->
+  <owl:Class rdf:about="&iso19157;DQ_UsabilityElement">
+    <rdfs:label>DQ_UsabilityElement</rdfs:label>
+    <skos:definition>degree of adherence of a dataset to a specific set of requirements</skos:definition>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:subClassOf rdf:resource="&iso19157;DQ_Element"/>
+  </owl:Class>
+
+  <!--++++++++++++++++++++++++++++++++++++++-->
+  <!-- ObjectProperty: DQ_DataQuality.scope -->
+  <!--++++++++++++++++++++++++++++++++++++++-->
+  <owl:ObjectProperty rdf:about="&iso19157;DQ_DataQuality.scope">
+    <rdfs:label>scope</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:domain rdf:resource="&iso19157;DQ_DataQuality"/>
+    <rdfs:range rdf:resource="&iso19115-1_1189;MD_Scope"/>
+  </owl:ObjectProperty>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- DatatypeProperty: DQ_Element.standaloneQualityReportDetails -->
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:DatatypeProperty rdf:about="&iso19157;DQ_Element.standaloneQualityReportDetails">
+    <rdfs:label>standaloneQualityReportDetails</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:domain rdf:resource="&iso19157;DQ_Element"/>
+    <rdfs:range rdf:resource="&xsd;string"/>
+  </owl:DatatypeProperty>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- ObjectProperty: DQ_MeasureReference.measureIdentification -->
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:ObjectProperty rdf:about="&iso19157;DQ_MeasureReference.measureIdentification">
+    <rdfs:label>measureIdentification</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:domain rdf:resource="&iso19157;DQ_MeasureReference"/>
+    <rdfs:range rdf:resource="&iso19115-1_1189;MD_Identifier"/>
+  </owl:ObjectProperty>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- DatatypeProperty: DQ_MeasureReference.nameOfMeasure -->
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:DatatypeProperty rdf:about="&iso19157;DQ_MeasureReference.nameOfMeasure">
+    <rdfs:label>nameOfMeasure</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:domain rdf:resource="&iso19157;DQ_MeasureReference"/>
+    <rdfs:range rdf:resource="&xsd;string"/>
+  </owl:DatatypeProperty>
+
+  <!--++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- DatatypeProperty: DQ_MeasureReference.measureDescription -->
+  <!--++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:DatatypeProperty rdf:about="&iso19157;DQ_MeasureReference.measureDescription">
+    <rdfs:label>measureDescription</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:domain rdf:resource="&iso19157;DQ_MeasureReference"/>
+    <rdfs:range rdf:resource="&xsd;string"/>
+  </owl:DatatypeProperty>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- ObjectProperty: DQ_StandaloneQualityReportInformation.reportReference -->
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:ObjectProperty rdf:about="&iso19157;DQ_StandaloneQualityReportInformation.reportReference">
+    <rdfs:label>reportReference</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:domain rdf:resource="&iso19157;DQ_StandaloneQualityReportInformation"/>
+    <rdfs:range rdf:resource="&iso19115-1_1194;CI_Citation"/>
+  </owl:ObjectProperty>
+
+  <!--++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- DatatypeProperty: DQ_StandaloneQualityReportInformation.abstract -->
+  <!--++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:DatatypeProperty rdf:about="&iso19157;DQ_StandaloneQualityReportInformation.abstract">
+    <rdfs:label>abstract</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <rdfs:domain rdf:resource="&iso19157;DQ_StandaloneQualityReportInformation"/>
+    <rdfs:range rdf:resource="&xsd;string"/>
+  </owl:DatatypeProperty>
+
+  <!--+++++++++++++++++++++++++++++++++++++++-->
+  <!-- ObjectProperty: DQ_DataQuality.report -->
+  <!--+++++++++++++++++++++++++++++++++++++++-->
+  <owl:ObjectProperty rdf:about="&iso19157;DQ_DataQuality.report">
+    <rdfs:label>report</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:aggregationType>partOfSharedAggregation</iso19150-2:aggregationType>
+    <rdfs:domain rdf:resource="&iso19157;DQ_DataQuality"/>
+    <rdfs:range rdf:resource="&iso19157;DQ_Element"/>
+  </owl:ObjectProperty>
+
+  <!--++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- ObjectProperty: DQ_DataQuality.standaloneQualityReport -->
+  <!--++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:ObjectProperty rdf:about="&iso19157;DQ_DataQuality.standaloneQualityReport">
+    <rdfs:label>standaloneQualityReport</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:aggregationType>partOfSharedAggregation</iso19150-2:aggregationType>
+    <rdfs:domain rdf:resource="&iso19157;DQ_DataQuality"/>
+    <rdfs:range rdf:resource="&iso19157;DQ_StandaloneQualityReportInformation"/>
+  </owl:ObjectProperty>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- ObjectProperty: DQ_Element.evaluationMethod -->
+  <!--+++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:ObjectProperty rdf:about="&iso19157;DQ_Element.evaluationMethod">
+    <rdfs:label>evaluationMethod</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:aggregationType>partOfSharedAggregation</iso19150-2:aggregationType>
+    <rdfs:domain rdf:resource="&iso19157;DQ_Element"/>
+    <rdfs:range rdf:resource="&iso19157_1167;DQ_EvaluationMethod"/>
+  </owl:ObjectProperty>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- ObjectProperty: DQ_Element.derivedElement -->
+  <!--+++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:ObjectProperty rdf:about="&iso19157;DQ_Element.derivedElement">
+    <rdfs:label>derivedElement</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:aggregationType>partOfSharedAggregation</iso19150-2:aggregationType>
+    <rdfs:domain rdf:resource="&iso19157;DQ_Element"/>
+    <rdfs:range rdf:resource="&iso19157;DQ_Element"/>
+  </owl:ObjectProperty>
+
+  <!--+++++++++++++++++++++++++++++++++++-->
+  <!-- ObjectProperty: DQ_Element.result -->
+  <!--+++++++++++++++++++++++++++++++++++-->
+  <owl:ObjectProperty rdf:about="&iso19157;DQ_Element.result">
+    <rdfs:label>result</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:aggregationType>partOfSharedAggregation</iso19150-2:aggregationType>
+    <rdfs:domain rdf:resource="&iso19157;DQ_Element"/>
+    <rdfs:range rdf:resource="&iso19157_1165;DQ_Result"/>
+  </owl:ObjectProperty>
+
+  <!--++++++++++++++++++++++++++++++++++++-->
+  <!-- ObjectProperty: DQ_Element.measure -->
+  <!--++++++++++++++++++++++++++++++++++++-->
+  <owl:ObjectProperty rdf:about="&iso19157;DQ_Element.measure">
+    <rdfs:label>measure</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:aggregationType>partOfSharedAggregation</iso19150-2:aggregationType>
+    <rdfs:domain rdf:resource="&iso19157;DQ_Element"/>
+    <rdfs:range rdf:resource="&iso19157;DQ_MeasureReference"/>
+  </owl:ObjectProperty>
+
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <!-- ObjectProperty: DQ_StandaloneQualityReportInformation.elementReport -->
+  <!--+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++-->
+  <owl:ObjectProperty rdf:about="&iso19157;DQ_StandaloneQualityReportInformation.elementReport">
+    <rdfs:label>elementReport</rdfs:label>
+    <rdfs:isDefinedBy>http://standards.iso.org/iso/19157/ed-1/en/</rdfs:isDefinedBy>
+    <iso19150-2:aggregationType>partOfSharedAggregation</iso19150-2:aggregationType>
+    <rdfs:domain rdf:resource="&iso19157;DQ_StandaloneQualityReportInformation"/>
+    <rdfs:range rdf:resource="&iso19157;DQ_Element"/>
+  </owl:ObjectProperty>
+
+</rdf:RDF>
+

+ 145 - 0
iso25012-dqi.ttl

@@ -0,0 +1,145 @@
+@prefix daq:     <http://purl.org/eis/vocab/daq#> .
+@prefix owl:	 <http://www.w3.org/2002/07/owl#> .
+@prefix rdf:     <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
+@prefix rdfg:	 <http://www.w3.org/2004/03/trix/rdfg-1> .
+@prefix rdfs:    <http://www.w3.org/2000/01/rdf-schema#> .
+@prefix xsd:     <http://www.w3.org/2001/XMLSchema#> .
+@prefix qpro:     <http://purl.org/eis/vocab/qpro#> .
+@prefix prov: <http://www.w3.org/ns/prov#> .
+@prefix dc: <http://purl.org/dc/elements/1.1/> .
+@prefix vann: <http://purl.org/vocab/vann/> .
+@prefix dct:  <http://purl.org/dc/terms/>.
+@prefix foaf: <http://xmlns.com/foaf/0.1/>.
+@prefix iso25012dqi:     <http://purl.org/eis/vocab/iso25012dqi#> .
+
+
+
+### Ontology Information
+iso25012dqi:
+	a owl:Ontology ;
+    dct:title "ISO 25012 Quality Metrics (iso25012dqi)"@en ;
+    dc:description "ISO 25012Quality Metrics (iso25012dqi) vocabulary describes a set of quality indicators based on the daQ vocabulary"@en ;
+    dct:creator [
+    		foaf:name "Beyza Yaman";
+    		foaf:homepage <https://dblp.org/pers/y/Yaman:Beyza.html> ;
+    		foaf:mbox <mailto:beyza.yaman@adaptcentre.ie>
+    	] ;
+    dct:modified "2020-06-11"^^xsd:date ;
+    dct:language "en"^^xsd:language ;
+    vann:preferredNamespaceUri "http://purl.org/eis/vocab/iso25012dqi#";
+	vann:preferredNamespacePrefix "iso25012dqi";
+	foaf:homepage <http://purl.org/eis/vocab/iso25012dqi> .
+
+
+#### Completeness Dimension
+iso25012dqi:Completeness
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "Refers to the level that the data or schema used is complete" ;
+	rdfs:label	"Completeness" .
+
+#### Consistency Dimension
+iso25012dqi:Consistency
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Consistency" .
+
+#### Accuracy Dimension
+iso25012dqi:Accuracy
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Accuracy" .
+
+#### Currentness Dimension
+iso25012dqi:Currentness
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Currentness" .
+
+#### Compliance Dimension
+iso25012dqi:Compliance
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Compliance" .
+
+
+#### Confidentiality Dimension
+iso25012dqi:Confidentiality
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Confidentiality" .
+
+#### Efficiency Dimension
+iso25012dqi:Efficiency
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Efficiency" .
+
+#### Understandability Dimension
+iso25012dqi:Understandability
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Understandability" .
+
+#### Availability Dimension
+iso25012dqi:Availability
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Availability" .
+
+#### Accessibility Dimension
+iso25012dqi:Accessibility
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Accessibility" .
+
+#### Credibility Dimension
+iso25012dqi:Credibility
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Credibility" .
+
+
+#### Portability Dimension
+iso25012dqi:Portability
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Portability" .
+
+#### Recoverability Dimension
+iso25012dqi:Recoverability
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Recoverability" .
+
+#### Precision Dimension
+iso25012dqi:Precision
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Precision" .
+
+#### Traceability Dimension
+iso25012dqi:Traceability
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "..." ;
+	rdfs:label   "Traceability" .
+
+
+
+
+
+

+ 168 - 0
iso8000-dqi.ttl

@@ -0,0 +1,168 @@
+@prefix daq:     <http://purl.org/eis/vocab/daq#> .
+@prefix owl:	 <http://www.w3.org/2002/07/owl#> .
+@prefix rdf:     <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
+@prefix rdfg:	 <http://www.w3.org/2004/03/trix/rdfg-1> .
+@prefix rdfs:    <http://www.w3.org/2000/01/rdf-schema#> .
+@prefix xsd:     <http://www.w3.org/2001/XMLSchema#> .
+@prefix qpro:     <http://purl.org/eis/vocab/qpro#> .
+@prefix prov: <http://www.w3.org/ns/prov#> .
+@prefix dc: <http://purl.org/dc/elements/1.1/> .
+@prefix vann: <http://purl.org/vocab/vann/> .
+@prefix dct:  <http://purl.org/dc/terms/>.
+@prefix foaf: <http://xmlns.com/foaf/0.1/>.
+@prefix iso8000dqi:     <http://purl.org/eis/vocab/iso8000dqi#> .
+
+
+
+### Ontology Information
+iso8000dqi:
+	a owl:Ontology ;
+    dct:title "ISO 8000 Quality Metrics (iso8000dqi)"@en ;
+    dc:description "ISO 8000 Quality Metrics (iso8000dqi) vocabulary describes a set of quality indicators based on the daQ vocabulary"@en ;
+    dct:creator [
+    		foaf:name "Beyza Yaman";
+    		foaf:homepage <https://dblp.org/pers/y/Yaman:Beyza.html> ;
+    		foaf:mbox <mailto:beyza.yaman@adaptcentre.ie>
+    	] ;
+    dct:modified "2020-06-11"^^xsd:date ;
+    dct:language "en"^^xsd:language ;
+    vann:preferredNamespaceUri "http://purl.org/eis/vocab/iso8000dqi#";
+	vann:preferredNamespacePrefix "iso8000dqi";
+	foaf:homepage <http://purl.org/eis/vocab/iso8000dqi> .
+
+
+
+
+### Pragmatic Category
+iso8000dqi:Pragmatic
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Category ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Pragmatic" .
+
+#### Complete Dimension
+iso8000dqi:Complete
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Complete" .
+
+#### Complete Dimension
+iso8000dqi:Complete
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Complete" .
+
+#### Secure Dimension
+iso8000dqi:Secure
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Secure" .
+
+#### Accessible Dimension
+iso8000dqi:Accessible
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Accessible" .
+
+#### FlexibleContent Dimension
+iso8000dqi:FlexibleContent
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"FlexibleContent" .
+
+#### FlexibleLayout Dimension
+iso8000dqi:FlexibleLayout
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"FlexibleLayout" .
+
+#### Useful Dimension
+iso8000dqi:Useful
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Useful" .
+
+### Syntactic Category
+iso8000dqi:Syntactic
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Category ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Syntactic" .
+
+#### EntityIntegrity Dimension
+iso8000dqi:EntityIntegrity
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"EntityIntegrity" .
+
+#### ReferentialIntegrity Dimension
+iso8000dqi:ReferentialIntegrity
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"ReferentialIntegrity" .
+
+#### DomainIntegrity Dimension
+iso8000dqi:DomainIntegrity
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"DomainIntegrity" .
+
+#### UserDefinedIntegrity Dimension
+iso8000dqi:UserDefinedIntegrity
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"UserDefinedIntegrity" .
+
+
+### Semantic Category
+iso8000dqi:Semantic
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Category ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Semantic" .
+
+#### Completeness Dimension
+iso8000dqi:Completeness
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Completeness" .
+
+#### Consistency Dimension
+iso8000dqi:Consistency
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Consistency" .
+
+#### Accuracy Dimension
+iso8000dqi:Accuracy
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Accuracy" .
+
+#### Compliance Dimension
+iso8000dqi:Compliance
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"..." ;
+	rdfs:label	"Compliance" .
+
+
+
+
+
+
+

+ 912 - 0
linked-data-dqm.ttl

@@ -0,0 +1,912 @@
+@prefix daq:     <http://purl.org/eis/vocab/daq#> .
+@prefix dqm:     <http://purl.org/eis/vocab/dqm#> .
+@prefix owl:	 <http://www.w3.org/2002/07/owl#> .
+@prefix rdf:     <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
+@prefix rdfg:	 <http://www.w3.org/2004/03/trix/rdfg-1> .
+@prefix rdfs:    <http://www.w3.org/2000/01/rdf-schema#> .
+@prefix xsd:     <http://www.w3.org/2001/XMLSchema#> .
+@prefix qpro:     <http://purl.org/eis/vocab/qpro#> .
+@prefix prov: <http://www.w3.org/ns/prov#> .
+@prefix dc: <http://purl.org/dc/elements/1.1/> .
+@prefix vann: <http://purl.org/vocab/vann/> .
+@prefix dct:  <http://purl.org/dc/terms/>.
+@prefix foaf: <http://xmlns.com/foaf/0.1/>.
+
+### Ontology Information
+dqm:
+	a owl:Ontology ;
+    dct:title "Linked Data Quality Metrics (dqm)"@en ;
+    dc:description "The Linked Data Quality Metrics (dqm) vocabulary describes a set of quality indicators based on the daQ vocabulary"@en ;
+    dct:creator [
+    		foaf:name "Jeremy Debattista";
+    		foaf:homepage <http://www.jeremydebattista.info> ;
+    		foaf:mbox <mailto:debattis@cs.uni-bonn.de>
+    	] ;
+    dct:modified "2016-03-17"^^xsd:date ;
+    dct:language "en"^^xsd:language ;
+    vann:preferredNamespaceUri "http://purl.org/eis/vocab/dqm#";
+	vann:preferredNamespacePrefix "dqm";
+	foaf:homepage <http://purl.org/eis/vocab/dqm> .
+
+### Accessibility Category
+dqm:Accessibility
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Category ;
+	rdfs:comment	"Encompasses dimensions related to the ability to access to and retrieve the dataset required for a particular use case" ;
+	rdfs:label	"Accessibility" .
+
+#### Availability Dimension
+dqm:Availability
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Metrics in this dimension measure the extent to which information (or some portion of it) is present, obtainable and ready for use" ;
+	rdfs:label	"Availability" .
+
+dqm:EndPointAvailabilityMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Checks whether the server (endpoint) is reachable and responds to a SPARQL query" ;
+	rdfs:label	"Availability of the SPARQL end-point metric" .
+
+dqm:RDFAvailabilityMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Upon request of an RDF dump, checks whether it is provided as result" ;
+	rdfs:label	"Availability of the RDF dumps metric" .
+
+dqm:DereferenceabilityMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Determines whether requesting a resource, identified by a URI, results in an error code being returned (e.g. 4xx: client error or 5xx: server error), or in a broken link" ;
+	rdfs:label	"Dereferenceability metric" .
+
+dqm:DereferenceabilityForwardLinksMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Detects all forward links (locally known triples where the local URI is mentioned in the subject)" ;
+	rdfs:label	"Dereferenceability of forward-links metric" .
+
+dqm:MisreportedContentTypesMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Checks whether the content is suitable for consumption and if such content should be accessed" ;
+	rdfs:label	"Misreported content types metric" .
+
+dqm:hasAvailabilityDimension
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasDimension ;
+	rdfs:domain	dqm:Accessibility ;
+	rdfs:range	dqm:Availability .
+
+dqm:hasEndPointAvailabilityMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Availability ;
+	rdfs:range	dqm:EndPointAvailabilityMetric .
+
+dqm:hasRDFAvailabilityMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Availability ;
+	rdfs:range	dqm:RDFAvailabilityMetric .
+
+dqm:hasDereferenceabilityMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Availability ;
+	rdfs:range	dqm:DereferenceabilityMetric .
+
+dqm:hasDereferenceabilityForwardLinksMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Availability ;
+	rdfs:range	dqm:DereferenceabilityForwardLinksMetric .
+
+dqm:hasMisreportedContentTypesMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Availability ;
+	rdfs:range	dqm:MisreportedContentTypesMetric .
+
+#### Licensing Dimension
+dqm:Licensing
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Indicates whether consumers of the dataset are explicitly granted permissions to use it, under defined conditions (if any)" ;
+	rdfs:label	"Licensing" .
+
+dqm:MachineReadableLicenseMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Verifies that the resource is annotated with a machine-readable indication of the license (e.g. a VoID description or dcterms:license property)" ;
+	rdfs:label	"Machine-readable indication of a license metric" .
+
+dqm:HumanReadableLicenseMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Verifies whether a human-readable text, stating the licensing model attributed to the resource, has been provided as part of the dataset" ;
+	rdfs:label	"Human-readable indication of a license metric" .
+
+dqm:hasLicensingDimension
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasDimension ;
+	rdfs:domain	dqm:Accessibility ;
+	rdfs:range	dqm:Licensing .
+
+dqm:hasMachineReadableLicenseMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Licensing ;
+	rdfs:range	dqm:MachineReadableLicenseMetric .
+
+dqm:hasHumanReadableLicenseMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Licensing ;
+	rdfs:range	dqm:HumanReadableLicenseMetric .
+
+#### Security Dimension
+dqm:Security
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Refers to the extent to which data is protected against illegal alteration and it's authenticity can be guaranteed and to the confidentiality of the communication between a source and its consumers" ;
+	rdfs:label	"Security" .
+
+dqm:DigitalSignatureUsage
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"This metric checks foaf documents have a digital signature with them." ;
+	rdfs:label	"Digital Signature Usage" .
+
+dqm:hasSecurityDimension
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasDimension ;
+	rdfs:domain	dqm:Accessibility ;
+	rdfs:range	dqm:Security .
+
+dqm:hasDigitalSignatureUsage
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Security ;
+	rdfs:range	dqm:DigitalSignatureUsage .
+
+#### Performance Dimension
+dqm:Performance
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Assesses the efficiency with which a system can bind to the dataset and get access to the information contained into it" ;
+	rdfs:label	"Performance" .
+
+dqm:LowLatencyMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Measures the delay between the submission of a request to the data source and the reception of the respective response (or the first part of it)" ;
+	rdfs:label	"Low latency metric" .
+
+dqm:HighThroughputMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Measures the number of answered HTTP requests responsed by the source of the dataset, per second" ;
+	rdfs:label	"High throughput metric" .
+
+dqm:ScalabilityOfDataSourceMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Determines whether the time required to answer a set of N requests divided by N, is not longer than the time it takes to answer a single request" ;
+	rdfs:label	"Scalability of a data source metric" .
+
+dqm:CorrectURIUsage
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Determines whether URIs in a dataset are represented as Slash URIs if dataset is large, or Hash URIs otherwise" ;
+	rdfs:label	"Correct Usage of Cool URIs" .
+
+dqm:hasPerformanceDimension
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasDimension ;
+	rdfs:domain	dqm:Accessibility ;
+	rdfs:range	dqm:Performance .
+
+dqm:hasLowLatencyMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Performance ;
+	rdfs:range	dqm:LowLatencyMetric .
+
+dqm:hasHighThroughputMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Performance ;
+	rdfs:range	dqm:HighThroughputMetric .
+
+dqm:hasScalabilityOfDataSourceMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Performance ;
+	rdfs:range	dqm:ScalabilityOfDataSourceMetric .
+
+dqm:hasCorrectURIUsage
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Performance ;
+	rdfs:range	dqm:CorrectURIUsage .
+
+#### Interlinking Dimension
+dqm:Interlinking
+	a rdfs:Class;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Refers to the degree to which entities that represent the same concept are linked to each other, be it within or between two or more data sources." ;
+	rdfs:label	"Interlinking" .
+
+
+dqm:DereferenceabilityBackLinksMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Detects all local in-links or back-links (locally available triples with the resource URI appearing as object, in the dereferenced document returned for the resource)" ;
+	rdfs:label	"Dereferenceability of back-links metric" .
+
+dqm:InterlinkDetectionMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment "This is a complex metric that detects good quality interlinks by measuring the (i) interlink degree; (ii) clustering coefficient; (iii) centrality; (iv) open sameAs chains; (v) sameAs description richness" ;
+	rdfs:label "Interlink Detection Metric" .
+
+dqm:LinksToExternalDataProvidersMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment "Measures the degree to which the resource is linked to external data providers, that is, refers to the detection of links that connect the resource to external data provided by another data sources" ;
+	rdfs:label "Existence of links to external data providers" .
+
+dqm:hasInterlinkDimension
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasDimension ;
+	rdfs:domain	dqm:Accessibility ;
+	rdfs:range	dqm:Interlinking .
+
+dqm:hasDereferenceabilityBackLinksMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Interlinking ;
+	rdfs:range	dqm:DereferenceabilityBackLinksMetric .
+
+dqm:hasInterlinkDetectionMetricMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Interlinking ;
+	rdfs:range	dqm:InterlinkDetectionMetric .
+
+dqm:hasLinkToExternalDataProvidersMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Interlinking ;
+	rdfs:range	dqm:LinksToExternalDataProvidersMetric .
+
+### Intrinsic Category
+dqm:Intrinsic
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Category ;
+	rdfs:comment	"Refers to dimensions that are independent of the user's context and that measure the correctness, succinctness and consistency of the dataset" ;
+	rdfs:label	"Intrinsic" .
+
+#### Consistency Dimension
+dqm:Consistency
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Consistency means that a knowledge base is free of (logical/formal) contradictions with respect to particular knowledge representation and inference mechanisms" ;
+	rdfs:label	"Consistency" .
+
+dqm:EntitiesAsMembersOfDisjointClassesMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"The ratio of entities described as members of disjoint classes (here: classes explicitly known as disjoint) to the total number of entities described in the dataset" ;
+	rdfs:label	"Entities as members of disjoint classes metric" .
+
+dqm:MisplacedClassesOrPropertiesMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Find resources that are - defined as a property but also appear on subject or object positions in other triples (except cases like ex:prop rdf:type rdf:Property, ex:prop rds:subPropetyOf) - defined as a class but also appear on predicate position in other triples. The metric is computed as a ratio of misplaced classes and properties" ;
+	rdfs:label	"Misplaced classes or properties metric" .
+
+dqm:MisusedOwlDatatypeOrObjectPropertiesMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Detect properties that are defined as a owl:datatypeProperty but is used as objectProperty and properties defined as a owl:object property and used as datatype property The metric is computed as a ratio of misused properties" ;
+	rdfs:label	"Misuse Owl datatype or object properties metric" .
+
+dqm:OntologyHijackingMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Detects the redefinition by third parties of external classes/properties such that reasoning over data using those external terms is affected" ;
+	rdfs:label	"Ontology hijacking metric" .
+
+dqm:UsageOfDeprecatedClassesOrProperties
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"This metric checks if a dataset makes use of Deprecated Classes as resource types (defined as owl:DeprecatedClass) or Properties (defined as owl:DeprecatedProperty) in a resource property" ;
+	rdfs:label	"Usage of Deprecated Classesor Deprecated Properties" .
+
+dqm:UsageOfIncorrectDomainOrRangeDatatypesMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"This metric tests if a property's domain and range are of the same type as declared in the corresponding schema" ;
+	rdfs:label	"Incorrect Domain or Range Datatypes" .
+
+dqm:ValidIFPUsageMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"This metric checks if the Inverse Functional Properties (IFP) is used correctly, i.e. if we have S P O and P is set to be an owl:InverseFunctionalProperty, then S is the one and only resource connected to O. If there is a triple S1 P O, then the IFP is not used correctly and thus since S1 will be 'reasoned' to be the same as S." ;
+	rdfs:label	"Valid Usage of the owl:InverseFunctionalProperty" .
+
+dqm:hasConsistencyDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Intrinsic ;
+	rdfs:range dqm:Consistency .
+
+dqm:hasEntitiesAsMembersOfDisjointClassesMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Consistency ;
+	rdfs:range	dqm:EntitiesAsMembersOfDisjointClassesMetric .
+
+dqm:hasMisusedOwlDatatypeOrObjectPropertiesMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Consistency ;
+	rdfs:range	dqm:MisusedOwlDatatypeOrObjectPropertiesMetric .
+
+dqm:hasMisplacedClassesOrPropertiesMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Consistency ;
+	rdfs:range	dqm:MisplacedClassesOrPropertiesMetric .
+
+dqm:hasOntologyHijackingMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Consistency ;
+	rdfs:range	dqm:OntologyHijackingMetric .
+
+dqm:hasUsageOfDeprecatedClassesOrProperties
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Consistency ;
+	rdfs:range	dqm:UsageOfDeprecatedClassesOrProperties .
+
+dqm:hasUsageOfIncorrectDomainOrRangeDatatypesMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Consistency ;
+	rdfs:range	dqm:UsageOfIncorrectDomainOrRangeDatatypesMetric .
+
+dqm:hasValidIFPUsageMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Consistency ;
+	rdfs:range	dqm:ValidIFPUsageMetric .
+
+#### Completeness Dimension
+dqm:Completeness
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment "Refers to the level the data or schema used is complete" ;
+	rdfs:label	"Completeness" .
+
+dqm:DataCubePopulationCompleteness
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"This metric checks if a dataset has observations that cover a gold standard codelist." ;
+	rdfs:label	"RDF Data Cube Population Completeness" .
+
+dqm:hasCompletenessDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Intrinsic ;
+	rdfs:range dqm:Completeness .
+
+dqm:hasDataCubePopulationCompletenessDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasMetric ;
+	rdfs:domain dqm:Completeness ;
+	rdfs:range dqm:DataCubePopulationCompleteness  .
+
+#### Conciseness Dimension
+dqm:Conciseness
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Refers to the redundancy of entities, be it at the schema or the data level" ;
+	rdfs:label	"Conciseness" .
+
+dqm:ExtensionalConcisenessMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Provides a measure of the redundancy of the dataset at the data level, computed as the ratio of the Number of Unique Subjects to the Total Number of Subjects" ;
+	rdfs:label	"Extensional conciseness metric" .
+
+dqm:hasConcisenessDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Intrinsic ;
+	rdfs:range dqm:Conciseness .
+
+dqm:hasExtensionalConcisenessMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Conciseness ;
+	rdfs:range	dqm:ExtensionalConcisenessMetric .
+
+
+#### Syntactic Validity Dimension
+dqm:SyntacticValidity
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"The Degree to which an RDF Document conforms to the specification of the serialisation formation" ;
+	rdfs:label	"Syntactic Validity" .
+
+dqm:CompatibleDatatype
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"** TODO **" ;
+	rdfs:label	"Compatible Datatype" .
+
+dqm:CorrectLanguageTag
+	a	rdfs:Class ;
+	daq:expectedDataType xsd:double ;
+	rdfs:subClassOf	daq:Metric ;
+	rdfs:comment	"** TODO **" ;
+	rdfs:label	"Correct Language Tag" .
+
+dqm:UntypedLiteralsMetric
+	a	rdfs:Class ;
+	daq:expectedDataType xsd:double ;
+	rdfs:subClassOf	daq:Metric ;
+	rdfs:comment	"** TODO **" ;
+	rdfs:label	"Untyped Literals" .
+
+dqm:hasCorrectLanguageTag
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasMetric ;
+	rdfs:domain dqm:SyntacticValidity ;
+	rdfs:range dqm:CorrectLanguageTag .
+
+dqm:hasSyntacticValidityDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Intrinsic ;
+	rdfs:range dqm:SyntacticValidity .
+
+dqm:hasCompatibleDatatype
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasMetric ;
+	rdfs:domain dqm:SyntacticValidity ;
+	rdfs:range dqm:CompatibleDatatype .
+
+dqm:hasUntypedLiteral
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasMetric ;
+	rdfs:domain dqm:SyntacticValidity ;
+	rdfs:range dqm:UntypedLiteralsMetric .
+
+
+### Contextual Category
+dqm:Contextual
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Category ;
+	rdfs:comment	"Comprises dimensions that highly depend on the context of the task to be performed" ;
+	rdfs:label	"Contextual" .
+
+#### Understandability Dimension
+dqm:Understandability
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Refers to the easy with which data can be comprehended without ambiguity and used by a human data consumer" ;
+	rdfs:label	"Understandability" .
+
+dqm:VocabularyUsageIndication
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"This metric checks the number of valid vocabularies indicated by the voID metadata against the number of different vocabularies used." ;
+	rdfs:label	"Vocabulary Usage Indication" .
+
+dqm:HumanReadableLabellingMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Assesses the percentage of entities having an rdfs:label or rdfs:comment" ;
+	rdfs:label	"Human-readable labelling metric" .
+
+dqm:PresenceOfURIRegEx
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"This metric checks if the dataset has a regular expression defined." ;
+	rdfs:label	"Vocabulary Usage Indication" .
+
+dqm:hasUnderstandabilityDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Contextual ;
+	rdfs:range dqm:Understandability .
+
+dqm:hasPresenceOfURIRegEx
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Understandability ;
+	rdfs:range	dqm:PresenceOfURIRegEx .
+
+dqm:hasVocabularyUsageIndication
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Understandability ;
+	rdfs:range	dqm:VocabularyUsageIndication .
+
+dqm:hasHumanReadableLabellingMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Understandability ;
+	rdfs:range	dqm:HumanReadableLabellingMetric .
+
+#### Timeliness Dimension
+dqm:Timeliness
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Indicates how up-to-date the data is, relative to the specific task at hand" ;
+	rdfs:label	"Timeliness" .
+
+dqm:FreshnessOfDatasetMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Checks if the data in the dataset is being updated with the original data" ;
+	rdfs:label	"Freshness of Dataset Metric" .
+
+dqm:TimelinessOfResourceMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Assesses the difference between the last modified time of the original data source and the last modified time of the semantic web source, thereby indicating if the resource is outdated" ;
+	rdfs:label	"Timeliness of the resource metric" .
+
+dqm:CurrencyOfDatasetMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Assesses the freshness (currency) of the data, i.e. how fresh is the data when delivered to the user (or how old is the data). " ;
+	rdfs:label	"Currency of a Dataset" .
+
+dqm:hasTimelinessDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Contextual ;
+	rdfs:range dqm:Timeliness .
+
+dqm:hasFreshnessOfDatasetMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Timeliness ;
+	rdfs:range	dqm:FreshnessOfDatasetMetric .
+
+dqm:hasTimelinessOfResourceMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Timeliness ;
+	rdfs:range	dqm:TimelinessOfResourceMetric .
+
+dqm:hasCurrencyOfDatasetMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Timeliness ;
+	rdfs:range	dqm:CurrencyOfDatasetMetric .
+
+
+#### Provenance Dimension
+dqm:Provenance
+	a	rdfs:Class ;
+	rdfs:subClassOf daq:Dimension ;
+	rdfs:comment "Refers to the dataset's representation of provenance information" ;
+	rdfs:label "Provenance" .
+
+dqm:ExtendedProvenanceMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment "Measures the degree of the available provenance information (Agent and Datasource for Entities and Activities) that is available in a dataset for a consumer to get to know the origin of the datasource using the standard W3C Prov-O" ;
+	rdfs:label "Extended Provenance Metric" .
+
+dqm:BasicProvenanceMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment "Measures the degree of the basic provenance information, i.e. the creator or publisher, of a datasource" ;
+	rdfs:label "Basic Provenance Metric" .
+
+dqm:hasProvenanceDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Contextual ;
+	rdfs:range dqm:Provenance .
+
+dqm:hasBasicProvenanceMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Provenance ;
+	rdfs:range	dqm:BasicProvenanceMetric .
+
+dqm:hasExtendedProvenanceMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Provenance ;
+	rdfs:range	dqm:ExtendedProvenanceMetric .
+
+### Representational Category
+dqm:Representational
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Category ;
+	rdfs:comment	"Groups dimensions related to the design of the data, which provide information about how the chosen representation of the data affect its quality" ;
+	rdfs:label	"Representational" .
+
+#### Representational Conciseness
+dqm:RepresentationalConciseness
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Measures the extent to which the representation of data is compact, clear and well formatted" ;
+	rdfs:label	"Representational conciseness" .
+
+dqm:ShortURIsMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Detects the use of short URIs (and the avoidance of query parameters), which suggests that information is compactly represented and favors readability" ;
+	rdfs:label	"Short URIs metric" .
+
+dqm:NoProlixRDFMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Detects the use of prolix RDF features, i.e reification statements, containers and collections" ;
+	rdfs:label	"No Use of Prolix RDF features metric" .
+
+dqm:hasShortURIsMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:RepresentationalConciseness ;
+	rdfs:range	dqm:ShortURIsMetric .
+
+dqm:hasNoProlixRDFMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:RepresentationalConciseness ;
+	rdfs:range	dqm:NoProlixRDFMetric .
+
+dqm:hasRepresentationalConcisenessDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Representational ;
+	rdfs:range dqm:RepresentationalConciseness .
+
+#### Versatility Dimension
+dqm:Versatility
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Measures the availability of the data in different representations and in an internationalised way" ;
+	rdfs:label	"Versatility" .
+
+dqm:DifferentSerialisationsMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:integer ;
+	rdfs:comment	"Detects if a dataset has more than one serialisation format" ;
+	rdfs:label	"Different Serialisation Metric" .
+
+dqm:MultipleLanguageUsageMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:integer ;
+	rdfs:comment	"Detects if a dataset has more than one language" ;
+	rdfs:label	"Multiple Language Usage Metric" .
+
+dqm:hasVersatilityDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Representational ;
+	rdfs:range dqm:Versatility .
+
+dqm:hasDifferentSerialisationsMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Versatility ;
+	rdfs:range	dqm:DifferentSerialisationsMetric .
+
+dqm:hasMultipleLanguageUsageMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Versatility ;
+	rdfs:range	dqm:MultipleLanguageUsageMetric .
+
+#### Interpretability Dimension
+dqm:Interpretability
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Refers to technical aspects of the data, that is, whether information is represented using an appropriate notation" ;
+	rdfs:label	"Interpretability" .
+
+dqm:UndefinedClassesAndPropertiesMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Detects undefined classes and properties" ;
+	rdfs:label	"Undefined classes and properties metric" .
+
+dqm:NoBlankNodeMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Provides a measure for the usage of blank nodes in a dataset" ;
+	rdfs:label	"No blank node metric" .
+
+dqm:hasInterpretabilityDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Representational ;
+	rdfs:range dqm:Interpretability .
+
+dqm:hasNoBlankNodeMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Interpretability ;
+	rdfs:range	dqm:NoBlankNodeMetric .
+
+dqm:hasUndefinedClassesAndPropertiesMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Interpretability ;
+	rdfs:range	dqm:UndefinedClassesAndPropertiesMetric .
+
+#### Interoperability Dimension
+dqm:Interoperability
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Dimension ;
+	rdfs:comment	"Refers to the degree to which the format and structure of the information conforms to previously returned information as well as data from other sources." ;
+	rdfs:label	"Interoperability" .
+
+dqm:ReuseExistingTermsMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Provides a qualitative measure for detecting the overlap of terms used in a dataset with existing terms." ;
+	rdfs:label	"Reuse existing terms metric" .
+
+dqm:ReuseExistingVocabularyMetric
+	a	rdfs:Class ;
+	rdfs:subClassOf	daq:Metric ;
+	daq:expectedDataType xsd:double ;
+	rdfs:comment	"Provides a qualitative measure for detecting the overlap of vocabularies used in a dataset." ;
+	rdfs:label	"Reuse existing vocabularies metric" .
+
+dqm:hasInteroperabilityDimension
+	a rdf:Property ;
+	rdfs:subPropertyOf daq:hasDimension ;
+	rdfs:domain dqm:Representational ;
+	rdfs:range dqm:Interoperability .
+
+dqm:hasReuseExistingTermsMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Interoperability ;
+	rdfs:range	dqm:ReuseExistingTermsMetric .
+
+
+dqm:hasReuseExistingVocabularyMetric
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:hasMetric ;
+	rdfs:domain	dqm:Interoperability ;
+	rdfs:range	dqm:ReuseExistingVocabularyMetric .
+
+
+
+### Provenance Agent Information
+dqm:LuzzuProvenanceAgent
+	a		prov:SoftwareAgent ;
+	rdfs:label	"Luzzu Quality Assessment Framework"^^xsd:string .
+
+
+### Extra Profiling Properties
+dqm:totalNumberOfProperties
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:abstractProfilingProperty ;
+	rdfs:range	xsd:nonNegativeInteger ;
+	rdfs:label """Total Number of Properties"""@en ;
+	rdfs:comment """Profiling property which defines the total number of properties in a dataset that were identified during the assessment."""@en .
+
+
+dqm:totalNumberOfClasses
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:abstractProfilingProperty ;
+	rdfs:range	xsd:nonNegativeInteger ;
+	rdfs:label """Total Number of Classes"""@en ;
+	rdfs:comment """Profiling property which defines the total number of classes in a dataset that were identified during the assessment."""@en .
+
+dqm:totalLocalURIs
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:abstractProfilingProperty ;
+	rdfs:range	xsd:nonNegativeInteger ;
+	rdfs:label """Total Number of Local URIs"""@en ;
+	rdfs:comment """Profiling property for the Short URIs (RC1) metric, which defines the total number of local URIs in a dataset that were identified during the assessment."""@en .
+
+
+dqm:totalValidDereferenceableTerms
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:abstractProfilingProperty ;
+	rdfs:range	xsd:nonNegativeInteger ;
+	rdfs:label """Total Number of Valid Dereferenceable Terms"""@en ;
+	rdfs:comment """Profiling property which defines the total number valid dereferenceable terms (classes and properties) in a dataset that were identified during the assessment."""@en .
+
+dqm:totalNumberOfResources
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:abstractProfilingProperty ;
+	rdfs:range	xsd:nonNegativeInteger ;
+	rdfs:label """Total Number of Resources"""@en ;
+	rdfs:comment """Profiling property which defines the total number of resources in a dataset that were identified during the assessment."""@en .
+
+dqm:totalNumberOfLiterals
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:abstractProfilingProperty ;
+	rdfs:range	xsd:nonNegativeInteger ;
+	rdfs:label """Total Number of Literals"""@en ;
+	rdfs:comment """Profiling property which defines the total number of literals in a dataset that were identified during the assessment."""@en .
+
+dqm:totalNumberOfTypedLiterals
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:abstractProfilingProperty ;
+	rdfs:range	xsd:nonNegativeInteger ;
+	rdfs:label """Total Number of Typed Literals"""@en ;
+	rdfs:comment """Profiling property which defines the total number of typed literals in a dataset that were identified during the assessment."""@en .
+
+dqm:totalNumberOfLiteralsWithLanguageTag
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:abstractProfilingProperty ;
+	rdfs:range	xsd:nonNegativeInteger ;
+	rdfs:label """Total Number of Literals with a Language Tag"""@en ;
+	rdfs:comment """Profiling property which defines the total number of literals with a language tag in a dataset that were identified during the assessment."""@en .
+
+dqm:externalToolUsed
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:abstractProfilingProperty ;
+	rdfs:range	xsd:nonNegativeInteger ;
+	rdfs:label """External Tool"""@en ;
+	rdfs:comment """Profiling property which defines the external tool or library used to assess a particular quality metric (e.g. Language Detection Library)."""@en .
+
+
+### Extra Provenance Properties
+dqm:existingTermsConfigurationFile
+	a	rdf:Property ;
+	rdfs:subPropertyOf	daq:abstractProvenanceProperty ;
+	rdfs:range	rdfs:Resource ;
+	rdfs:label """Existing Terms Configuration File"""@en ;
+	rdfs:comment """Provenance property for the Reuse Existing Terms (IO3) metric, which identifies the configuration file used for the Before action."""@en .

+ 95 - 0
standards-mapping.ttl

@@ -0,0 +1,95 @@
+@prefix rdfs:		 <http://www.w3.org/2000/01/rdf-schema#>.
+@prefix owl:	 	 <http://www.w3.org/2002/07/owl#> .
+@prefix iso25012dqi:     <http://purl.org/eis/vocab/iso25012dqi#> .
+@prefix iso8000dqi:      <http://purl.org/eis/vocab/iso8000dqi#> .
+@prefix iso19157:   	 <http://def.isotc211.org/iso19157/2013/DataQuality_2#>.
+@prefix dqm:     	 <http://purl.org/eis/vocab/dqm#> .
+@prefix ov:     	 <http://open.vocab.org/terms>.
+
+
+#Completeness
+iso25012dqi:Completeness owl:sameAs dqm:Completeness.
+iso25012dqi:Completeness owl:sameAs iso8000dqi:Completeness.
+iso25012dqi:Completeness owl:sameAs iso19157:DQ_Completeness.
+dqm:Completeness owl:sameAs iso8000dqi:Completeness.
+dqm:Completeness owl:sameAs iso19157:DQ_Completeness.
+iso8000dqi:Complete rdfs:subClassOf iso8000dqi:Completeness.
+iso8000dqi:Complete rdfs:subClassOf iso19157:DQ_Completeness.
+iso8000dqi:Complete rdfs:subClassOf iso25012dqi:Completeness.
+iso8000dqi:Complete rdfs:subClassOf dqm:Completeness.
+iso8000dqi:Completeness owl:sameAs iso19157:DQ_Completeness.
+
+#Consistency
+iso25012dqi:Consistency owl:sameAs dqm:Consistency.
+iso25012dqi:Consistency owl:sameAs iso8000dqi:Consistency.
+dqm:Consistency owl:sameAs iso8000dqi:Consistency.
+iso19157:DQ_LogicalConsistency  rdfs:subClassOf iso25012dqi:Consistency.
+iso19157:DQ_LogicalConsistency  rdfs:subClassOf dqm:Consistency.
+iso19157:DQ_LogicalConsistency  rdfs:subClassOf iso8000dqi:Consistency.
+iso8000dqi:EntityIntegrity  rdfs:subClassOf iso25012dqi:Consistency.
+iso8000dqi:EntityIntegrity  rdfs:subClassOf dqm:Consistency.
+iso8000dqi:EntityIntegrity  rdfs:subClassOf iso8000dqi:Consistency.
+
+
+#Accuracy
+iso25012dqi:Accuracy owl:sameAs iso8000dqi:Accuracy.
+iso19157:DQ_PositionalAccuracy rdfs:subClassOf iso25012dqi:Accuracy.
+iso19157:DQ_ThematicAccuracy rdfs:subClassOf iso25012dqi:Accuracy.
+iso19157:DQ_PositionalAccuracy rdfs:subClassOf iso8000dqi:Accuracy.
+iso19157:DQ_ThematicAccuracy rdfs:subClassOf iso8000dqi:Accuracy.
+dqm:SemanticAccuracy rdfs:subClassOf iso25012dqi:Accuracy.
+dqm:SemanticAccuracy rdfs:subClassOf iso8000dqi:Accuracy.
+
+
+#Currentness
+iso25012dqi:Currentness  owl:sameAs dqm:Timeliness.
+iso25012dqi:Currentness  rdfs:subClassOf iso19157:DQ_TemporalQuality.
+dqm:Timeliness  rdfs:subClassOf iso19157:DQ_TemporalQuality.
+
+#Compliance
+iso25012dqi:Compliance owl:sameAs iso8000dqi:Compliance.
+dqm:RepresentationalConciseness rdfs:subClassOf iso8000dqi:Compliance.
+dqm:RepresentationalConciseness rdfs:subClassOf iso25012dqi:Compliance.
+iso8000dqi:DomainIntegrity rdfs:subClassOf iso8000dqi:Compliance.
+iso8000dqi:DomainIntegrity rdfs:subClassOf iso25012dqi:Compliance.
+iso8000dqi:ReferentialIntegrity rdfs:subClassOf iso8000dqi:Compliance.
+iso8000dqi:ReferentialIntegrity rdfs:subClassOf iso25012dqi:Compliance.
+iso8000dqi:UserDefinedIntegrity rdfs:subClassOf iso8000dqi:Compliance.
+iso8000dqi:UserDefinedIntegrity rdfs:subClassOf iso25012dqi:Compliance.
+
+#Confidentiality
+
+iso25012dqi:Confidentiality rdfs:subClassOf dqm:Security.
+iso25012dqi:Confidentiality rdfs:subClassOf iso8000dqi:Secure.
+iso8000dqi:Secure owl:sameAs dqm:Security.
+
+#Traceability
+iso25012dqi:Traceability ov:similarTo  dqm:Security.
+iso25012dqi:Traceability ov:similarTo  iso8000dqi:Secure.
+iso25012dqi:Traceability ov:similarTo  dqm:Trustworthiness.
+
+#Credibility
+iso25012dqi:Credibility rdfs:subClassOf  dqm:Trustworthiness.
+
+#Efficiency
+iso25012dqi:Efficiency owl:sameAs dqm:Performance.
+
+#Understandability
+iso25012dqi:Understandability owl:sameAs dqm:Understandability.
+iso25012dqi:Understandability ov:similarTo dqm:Versatility.
+dqm:Understandability ov:similarTo dqm:Versatility.
+
+#Availability
+iso25012dqi:Availability owl:sameAs dqm:Availability.
+
+
+#Accessibility
+iso25012dqi:Accessibile owl:sameAs iso8000dqi:Accessibility.
+iso25012dqi:Accessibile ov:similarTo dqm:Interlinking.
+iso25012dqi:Accessibile ov:similarTo dqm:Licensing.
+
+#Portability
+iso25012dqi:Portability ov:similarTo dqm:Interoperability.
+
+#Usability
+iso19157:DQ_UsabilityElement ov:similarTo iso8000dqi:Useful.