Latest version: http://purl.org/dqm-vocabulary/v1/dqm
Author: Christian Fürber and Martin Hepp
URI http://purl.org/dqm-vocabulary/v1/dqm
rdfs:label The Data Quality Management Vocabulary - An Ontology for Data Requirements Management, Data Quality Monitoring, Data Quality Assessment, and Data Cleansing
dc:subject Data Quality Management, Data Quality Assessment, Data Quality Monitoring, Data Profiling, Data Cleansing, Data Requirements Management
dc:rights The Data Quality Management Vocabulary is available under the Creative Commons Attribution - Non Commercial - Share Alike 3.0 Unported license; see http://creativecommons.org/licenses/by-nc-sa/3.0/. In a nutshell, you are free to copy, distribute and transmit the work and to remix/adapt the work (e.g. to import the ontology and create specializations of its elements) for non commercial purposes, as long as you attribute the work in the manner specified by the author or licensor (but not in any way that suggests that they endorse you or your use of the work). Proper Attribution: Simply include the statement "This work is based on the Data Quality Management Vocabulary, developed by Christian Fürber and Martin Hepp" and link back to http://purl.org/dqm-vocabulary .
URI http://purl.org/dqm-vocabulary/v1/dqm#Accuracy
rdfs:subClassOf dqm:DataQualityScore
rdfs:label Accuracy
Accuracy is the degree to which a data value represents the desired state regarding its syntax and semantics.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#AffectedClass
rdfs:subClassOf dqm:DataElement
rdfs:label Affected Class
An affected class holds one or more affected instances
is rdfs:domain of dqm:hasProperties dqm:hasURI dqm:importance dqm:unitOfImportance
is rdfs:range of dqm:affectedClass
URI http://purl.org/dqm-vocabulary/v1/dqm#AffectedInstance
rdfs:subClassOf dqm:DataElement
rdfs:label Affected Instance
An affected instance is a data instance that contains one or more data quality problems.
is rdfs:domain of dqm:hasURI dqm:importance dqm:unitOfImportance
is rdfs:range of dqm:affectedInstance
URI http://purl.org/dqm-vocabulary/v1/dqm#AffectedProperty
rdfs:subClassOf dqm:DataElement
rdfs:label Affected Property
An affected property specifies the property of a data instance that contains one or more data quality problems.
is rdfs:domain of dqm:hasURI dqm:importance dqm:unitOfImportance
is rdfs:range of dqm:affectedProperty dqm:hasProperties
URI http://purl.org/dqm-vocabulary/v1/dqm#BlacklistClass
rdfs:subClassOf dqm:DataElement
rdfs:label Blacklist Class
A blacklist class holds instances with values that are disallowed for a certain data set. Thus, illegal value rules refer to such classes over the blacklist class property.
is rdfs:domain of dqm:hasProperties dqm:hasURI dqm:importance dqm:unitOfImportance
is rdfs:range of dqm:blacklistClass
URI http://purl.org/dqm-vocabulary/v1/dqm#BlacklistProperty
rdfs:subClassOf dqm:DataElement
rdfs:label Blacklist Property
A blacklist property holds the values that are disallowed for a certain data set.
is rdfs:domain of dqm:hasURI dqm:importance dqm:unitOfImportance
is rdfs:range of dqm:blacklistProperty dqm:hasProperties
URI http://purl.org/dqm-vocabulary/v1/dqm#ClassRequirement
rdfs:subClassOf dqm:DataRequirement
rdfs:label Class Requirement
A class requirement is a data requirement that refers to the instances of a class as a whole.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#Completeness
rdfs:subClassOf dqm:DataQualityScore
rdfs:label Completeness
Completeness is the extent to which data are of sufficient breadth, depth, and scope for the task at hand.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#Condition
rdfs:label Condition
A condition constrains instances of a class to a certain subset for which certain data quality rules apply.
is rdfs:domain of dqm:conditionalProperty dqm:contains dqm:endsWith dqm:equals dqm:greaterThan dqm:lessThan dqm:notEqualTo dqm:startsWith
is rdfs:range of dqm:hasCondition
URI http://purl.org/dqm-vocabulary/v1/dqm#ConditionalPropertyCompletenessRule
rdfs:subClassOf dqm:ConditionalRule
rdfs:label Conditional Data Competeness Rule
Conditional property completeness rules specify that a tested property and/or its literal values must exist when the value of another property obtains a certain state. E.g. the property foo:state must exist and have a value when the property foo:country obtains the value "USA".
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasCondition1 dqm:hasCondition2 dqm:hasCondition3 dqm:hasCondition4 dqm:hasCondition5 dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:requiredProperty dqm:requiredValue dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#ConditionalRule
rdfs:subClassOf dqm:MultiPropertyRequirement
rdfs:label Conditional Rule
A conditional rule is a multi property requirement that can be used to specify that values of a tested property A must always obtain a certain state under the condition that values of another property B obtain a certain state (condition).
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasCondition1 dqm:hasCondition2 dqm:hasCondition3 dqm:hasCondition4 dqm:hasCondition5 dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#ConditionalSyntaxRule
rdfs:subClassOf dqm:ConditionalRule
rdfs:label Conditional Syntax Rule
Conditional syntax rules define that the literal values of a tested property must follow a certain syntax when the value of another property obtains a certain state. E.g. the property foo:state must have a value with two capital letters when the property foo:country obtains the value "USA".
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasCondition1 dqm:hasCondition2 dqm:hasCondition3 dqm:hasCondition4 dqm:hasCondition5 dqm:hasScore dqm:importance dqm:lastModified dqm:pattern dqm:regex dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#CustomRequirement
rdfs:subClassOf dqm:DataRequirement
rdfs:label Custom Requirement
A custom requirement is a data requirement that is expressed via a SPARQL query.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:sparqlrule dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#DataCleansingRule
rdfs:label Data Cleansing Rule
A data cleansing rule is an unambiguous rule that precisely specifies the required state of a data value.
is rdfs:domain of dqm:cleansesClass dqm:cleansesProperty1 dqm:reqName dqm:reqSource dqm:validFrom dqm:validUntil
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#DataElement
rdfs:label Data Element
A data element is a class, a property, an instance, or a literal value.
is rdfs:domain of dqm:hasURI dqm:importance dqm:unitOfImportance
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#DataQualityScore
rdfs:label Data Quality Assessment
Data quality score is an abstract class that can be used to structure data quality dimension scores that indicate the quality state of classes and/or properties.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#DataRequirement
rdfs:label Data Requirement
A data requirement is a prescribed directive or consensual agreement that defines the content and/or structure that constitute high quality data instances and values.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#DataRequirementViolation
rdfs:label Data Requirement Violation
A data requirement violation occurs when a data value or a data instance does not meet its requirements.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#DuplicateInstance
rdfs:subClassOf dqm:DataRequirementViolation
rdfs:label Duplicate Instance
Two or more instances are duplicates when they represent the same real world entity.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#DuplicateInstanceRule
rdfs:subClassOf dqm:MatchingValueRule
rdfs:label Duplicate Instance Rule
A duplicate instance rule is a multi property requirement which specifies the properties that (when seen together) uniquely identify an entity. I.e. if the properties of two or more different instances represent the same state, then the instances represent the same entity. Thus, the instances are considered to be duplicates.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:testedProperty2 dqm:testedProperty3 dqm:testedProperty4 dqm:testedProperty5 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#ExpiryRule
rdfs:subClassOf dqm:OutdatedInstanceRule
rdfs:label Expiry Rule
An expiry rule is an outdated instance rule that specifies the expiration date of an instance that must not exceed the current date and time. Therefore, expiry rules require date information about the validity period of an instance.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#FuncDepReferenceRule
rdfs:subClassOf dqm:MatchingValueRule
rdfs:label Functional Dependency Reference Rule
A functional dependency reference rule is a multi property requirement that specifies legal value combinations for two or more properties that are allowed to occur within the same instance. Functional dependency reference rules refer to reference properties of classes that hold instances with all allowed value combinations.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:referenceClass dqm:referenceProperty1 dqm:referenceProperty2 dqm:referenceProperty3 dqm:referenceProperty4 dqm:referenceProperty5 dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:testedProperty2 dqm:testedProperty3 dqm:testedProperty4 dqm:testedProperty5 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#FuncDepValueRule
rdfs:subClassOf dqm:ConditionalRule
rdfs:label Functionally Dependent Value Rule
A functionally dependent value rule defines that the value of a tested property must have a certain value when the values of other properties obtain certain states (conditions). E.g. the property foo:inStock must have value "true" when the property foo:availableAmount is greater than zero.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:contains dqm:endsWith dqm:equals dqm:filtering dqm:greaterThan dqm:hasCondition1 dqm:hasCondition2 dqm:hasCondition3 dqm:hasCondition4 dqm:hasCondition5 dqm:hasScore dqm:importance dqm:lastModified dqm:lessThan dqm:notEqualTo dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:startsWith dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#FunctionalDependencyViolation
rdfs:subClassOf dqm:DataRequirementViolation
rdfs:label Functional Dependency Violation
A functional dependency violation is a combination of different property values within the same instance that must not occur together. E.g. an instance describing the man “Peter Miller” has the value “Mr.” as salutation property, but the value “female” as sex.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#IllegalValue
rdfs:subClassOf dqm:DataRequirementViolation
rdfs:label Illegal Value
An illegal value is a data value that must not be used for a property.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#IllegalValueRangeRule
rdfs:subClassOf dqm:PropertyRequirement
rdfs:label Illegal Value Range Rule
An illegal value range rule is a property requirement that specifies the upper and/or lower boundary of numeric values that a certain property must not obtain.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:lowerLimit dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:upperLimit dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#IllegalValueRule
rdfs:subClassOf dqm:PropertyRequirement
rdfs:label Illegal Value Rule
An illegal value rule is a property requirement that specifies the values that a certain property must not obtain. Illegal value rules, therefore, refer to reference properties that hold all disallowed values.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:blacklistClass dqm:blacklistProperty dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#LegalValueRangeRule
rdfs:subClassOf dqm:PropertyRequirement
rdfs:label Legal Value Range Rule
A legal value range rule is a property requirement that specifies the upper and/or lower boundary of numeric values that a certain property is allowed to obtain.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:lowerLimit dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:upperLimit dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#LegalValueRule
rdfs:subClassOf dqm:PropertyRequirement
rdfs:label Legal Value Rule
A legal value rule is a property requirement that specifies all values that a certain property is allowed to obtain. Legal value rules, therefore, refer to reference properties of classes that hold instances with all allowed values.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:referenceClass dqm:referenceProperty1 dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#LiteralCleansingRule
rdfs:subClassOf dqm:DataCleansingRule
rdfs:label Literal Cleansing Rule
Literal cleansing rules can be used to cleanse the literal values of a certain property.
is rdfs:domain of dqm:cleansesClass dqm:cleansesProperty1 dqm:reqName dqm:reqSource dqm:validFrom dqm:validUntil
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#MatchingValueRule
rdfs:subClassOf dqm:MultiPropertyRequirement
rdfs:label Matching Value Rule
Matching value rules are multi property requirements in which the property values of other instances are used to identify data requirements violations in an instance.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:testedProperty2 dqm:testedProperty3 dqm:testedProperty4 dqm:testedProperty5 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#MissingElement
rdfs:subClassOf dqm:DataRequirementViolation
rdfs:label Missing Element
A missing element is a data requirement violation that occurs when schema elements, instances, or data values are missing, but required.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#MissingProperty
rdfs:subClassOf dqm:MissingElement
rdfs:label Missing Property
A property is missing when an instances does not contain a specific property that is required.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#MissingPropertyAndValue
rdfs:subClassOf dqm:MissingElement
rdfs:label Missing Property and Value
Class for instances that miss both a property and its value.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#MissingValue
rdfs:subClassOf dqm:MissingElement
rdfs:label Missing Value
A missing value occurs when a property of an instance does not hold a value.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#MultiPropertyCleansingRule
rdfs:subClassOf dqm:DataCleansingRule
rdfs:label Multi Property Cleansing Rule
Multi property cleansing rules can be used to cleanse the literal values of two or more dependent properties.
is rdfs:domain of dqm:cleansesClass dqm:cleansesProperty1 dqm:hasCondition1 dqm:hasCondition2 dqm:hasCondition3 dqm:hasCondition4 dqm:hasCondition5 dqm:reqName dqm:reqSource dqm:validFrom dqm:validUntil
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#MultiPropertyRequirement
rdfs:subClassOf dqm:DataRequirement
rdfs:label Multi Property Requirement
Multi property requirements are data requirements that consider values from two or more properties.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#OutdatedInstance
rdfs:subClassOf dqm:DataRequirementViolation
rdfs:label Outdated Instance
An instance is outdated when it represents an outdated state of its corresponding real-world entity.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#OutdatedInstanceRule
rdfs:subClassOf dqm:ClassRequirement
rdfs:label Outdated Instance Rule
An outdated instance rule is a data requirement that specifies the point in time when an instance is not current anymore.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#OutOfRangeValue
rdfs:subClassOf dqm:DataRequirementViolation
rdfs:label Out of Range Value
A value is out of range when it is not part of the legal value range or when it is part of the illegal value range.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#PopulationCompleteness
rdfs:subClassOf dqm:Completeness
rdfs:label Population Completeness
Population completeness is the degree to which all objects of a certain reference are represented in a specific class.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
URI http://purl.org/dqm-vocabulary/v1/dqm#PopulationUniqueness
rdfs:subClassOf dqm:Uniqueness
rdfs:label Population Uniqueness
Entity uniqueness is the degree to which entities (that must be uniquely represented within a certain class) are unique.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
URI http://purl.org/dqm-vocabulary/v1/dqm#PropertyCompleteness
rdfs:subClassOf dqm:Completeness
rdfs:label Property Completeness
Property completeness is the degree to which values for a specific property are missing in entities of a specific class.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
URI http://purl.org/dqm-vocabulary/v1/dqm#PropertyCompletenessRule
rdfs:subClassOf dqm:PropertyRequirement
rdfs:label Property Completeness Rule
A property completeness rule is a data requirement that specifies that a certain property and/or its value must exist in all instances of a certain class.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:requiredProperty dqm:requiredValue dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#PropertyCompletion
rdfs:subClassOf dqm:MultiPropertyCleansingRule
rdfs:label Property Completion Rule
A property completion rule specifies a property and value that shall be added to certain instances.
is rdfs:domain of dqm:addProperty dqm:addValue dqm:cleansesClass dqm:cleansesProperty1 dqm:hasCondition1 dqm:hasCondition2 dqm:hasCondition3 dqm:hasCondition4 dqm:hasCondition5 dqm:reqName dqm:reqSource dqm:validFrom dqm:validUntil
URI http://purl.org/dqm-vocabulary/v1/dqm#PropertyRequirement
rdfs:subClassOf dqm:DataRequirement
rdfs:label Property Requirement
Property requirements are data requirements that are related to values of a single property.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#PropertyUniqueness
rdfs:subClassOf dqm:Uniqueness
rdfs:label Property Uniqueness
Property uniqueness is the degree to which the values of a property (that must only contain unique values within instances of a certain class) are unique.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
URI http://purl.org/dqm-vocabulary/v1/dqm#ScaleValue
rdfs:label Scale Value
A scale value is a value of a nominal or ordinal scale.
is rdfs:domain of dqm:next dqm:officialName dqm:rank dqm:technicalName dqm:valueMeaning
is rdfs:range of dqm:next dqm:scaleValues
URI http://purl.org/dqm-vocabulary/v1/dqm#SemanticAccuracy
rdfs:subClassOf dqm:Accuracy
rdfs:label Semantic Accuracy
Semantic accuracy is the degree to which the data values of an instance represent the correct state of an entity’s property.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
URI http://purl.org/dqm-vocabulary/v1/dqm#StrictValueCombination
rdfs:subClassOf dqm:MultiPropertyCleansingRule
rdfs:label Strict Value Combination Rule
A strict value combination is a combination of two values of different properties that may only be assigned to each other, but not to other values.
is rdfs:domain of dqm:cleansesClass dqm:cleansesProperty1 dqm:hasCondition1 dqm:hasCondition2 dqm:hasCondition3 dqm:hasCondition4 dqm:hasCondition5 dqm:reqName dqm:reqSource dqm:validFrom dqm:validUntil
URI http://purl.org/dqm-vocabulary/v1/dqm#SyntacticAccuracy
rdfs:subClassOf dqm:Accuracy
rdfs:label Syntactic Accuracy
Syntactic accuracy is the degree to which data values of a property represent legal values and are free from syntax violations.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
URI http://purl.org/dqm-vocabulary/v1/dqm#SyntaxRule
rdfs:subClassOf dqm:PropertyRequirement
rdfs:label Syntax Rule
A syntax rule is a property requirement that specifies the allowed characters and/or character pattern to be used in values for a certain property in instances of a certain class.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:pattern dqm:regex dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#SyntaxViolation
rdfs:subClassOf dqm:DataRequirementViolation
rdfs:label Syntax Violation
A syntax violation is a data requirement violation that occurs when a data value contains disallowed characters or does not match a predefined pattern.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#Task
rdfs:label Task
Classifies the tasks for which the data quality rule shall apply for.
is rdfs:domain of dqm:hasRequirement dqm:importance dqm:subTaskOf dqm:taskDescription dqm:taskName dqm:unitOfImportance
is rdfs:range of dqm:appliesFor dqm:subTaskOf
URI http://purl.org/dqm-vocabulary/v1/dqm#TestedClass
rdfs:subClassOf dqm:DataElement
rdfs:label Tested Class
A tested class is a class that holds the instances that shall be analyzed for data quality problems.
is rdfs:domain of dqm:hasProperties dqm:hasURI dqm:importance dqm:unitOfImportance
is rdfs:range of dqm:assessedClass dqm:cleansesClass dqm:testedClass
URI http://purl.org/dqm-vocabulary/v1/dqm#TestedProperty
rdfs:subClassOf dqm:DataElement
rdfs:label Tested Property
A tested property holds the values to be analyzed for data quality problems.
is rdfs:domain of dqm:hasURI dqm:importance dqm:unitOfImportance
is rdfs:range of dqm:assessedProperty dqm:cleansesProperty1 dqm:conditionalProperty dqm:hasProperties dqm:testedProperty
URI http://purl.org/dqm-vocabulary/v1/dqm#Timeliness
rdfs:subClassOf dqm:DataQualityScore
rdfs:label Timeliness
Timeliness is the degree to which instances of a specific class (1) are updated within an expected time or (2) have not exceeded their expiration date.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
URI http://purl.org/dqm-vocabulary/v1/dqm#TrustedClass
rdfs:subClassOf dqm:DataElement
rdfs:label Trusted Class
Legal value rules and functional dependency reference rules require the specification of a trusted class as a reference that holds instances with legal values / legal value combinations.
is rdfs:domain of dqm:hasProperties dqm:hasURI dqm:importance dqm:unitOfImportance
is rdfs:range of dqm:referenceClass
URI http://purl.org/dqm-vocabulary/v1/dqm#TrustedProperty
rdfs:subClassOf dqm:DataElement
rdfs:label Trusted Property
A trusted property holds the values that serve as a trusted reference in legal value rules / functional dependency reference rules, e.g. to define legal values for a tested property.
is rdfs:domain of dqm:hasURI dqm:importance dqm:unitOfImportance
is rdfs:range of dqm:hasProperties dqm:referenceProperty
URI http://purl.org/dqm-vocabulary/v1/dqm#Uniqueness
rdfs:subClassOf dqm:DataQualityScore
rdfs:label Uniqueness
Uniqueness is the degree to which properties and classes are free of duplicate values and instances.
is rdfs:domain of dqm:assessedClass dqm:assessedProperty dqm:basedOn dqm:plainScore dqm:timeOfAssessment dqm:unitOfMeasurement dqm:weightedScore
is rdfs:range of dqm:hasScore
Subclasses
URI http://purl.org/dqm-vocabulary/v1/dqm#UniquenessViolation
rdfs:subClassOf dqm:DataRequirementViolation
rdfs:label Uniqueness Violation
A uniqueness violation occurs when two or more identical values are assigned to a property that requires unique values.
is rdfs:domain of dqm:affectedClass dqm:affectedInstance dqm:affectedProperty dqm:ruleOfIdentification dqm:timeOfIdentification
is rdfs:range of dqm:ruleViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#UniqueValueRule
rdfs:subClassOf dqm:PropertyRequirement
rdfs:label Unique Value Rule
A unique value rule is a property requirement that specifies that each value of a certain property must be unique in instances of a certain class.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#Unit
rdfs:label Unit
Class for units of numerical values that are used to express certain property states.
is rdfs:domain of dqm:commonCode dqm:lowerLimit dqm:scaleType dqm:scaleValues dqm:unitDescription dqm:unitName dqm:upperLimit
is rdfs:range of dqm:unitOfConfidence dqm:unitOfImportance dqm:unitOfMeasurement
URI http://purl.org/dqm-vocabulary/v1/dqm#UpdateRule
rdfs:subClassOf dqm:OutdatedInstanceRule
rdfs:label Update Rule
An update rule is an outdated instance rule that specifies the maximum duration tolerated without any updates. Update rules require timestamps about the last update of an instance.
is rdfs:domain of dqm:appliesFor dqm:assessment dqm:cleansing dqm:confidence dqm:expectedUpdateInterval dqm:filtering dqm:hasScore dqm:importance dqm:lastModified dqm:reqDescription dqm:reqName dqm:reqSource dqm:ruleViolation dqm:taskDependent dqm:testedClass dqm:testedProperty1 dqm:unitOfConfidence dqm:unitOfImportance dqm:validFrom dqm:validUntil dqm:validation
is rdfs:range of dqm:basedOn dqm:hasRequirement dqm:ruleOfIdentification
URI http://purl.org/dqm-vocabulary/v1/dqm#ValueSubstitution
rdfs:subClassOf dqm:LiteralCleansingRule
rdfs:label Value Substitution Rule
A value substitution rule specifies a value to be removed and a new value that shall substitute the removed value.
is rdfs:domain of dqm:cleansesClass dqm:cleansesProperty1 dqm:currentValue dqm:newValue dqm:reqName dqm:reqSource dqm:validFrom dqm:validUntil
URI http://purl.org/dqm-vocabulary/v1/dqm#WhitespaceRemoval
rdfs:subClassOf dqm:LiteralCleansingRule
rdfs:label White Space Removal Rule
A white space removal rule states that whitespaces at the beginning of a string and at the end of a string shall be removed for the specified property.
is rdfs:domain of dqm:cleansesClass dqm:cleansesProperty1 dqm:reqName dqm:reqSource dqm:validFrom dqm:validUntil
URI http://purl.org/dqm-vocabulary/v1/dqm#addProperty
rdfs:subPropertyOf dqm:cleansingProperty
rdfs:label Add Property
A property that shall be added to an instance.
rdfs:domain dqm:PropertyCompletion
rdfs:range http://www.w3.org/2001/XMLSchema#anyURI
URI http://purl.org/dqm-vocabulary/v1/dqm#addValue
rdfs:subPropertyOf dqm:cleansingProperty
rdfs:label Add Value
A value that shall be added to a property of an instance.
rdfs:domain dqm:PropertyCompletion
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#assessment
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Assessment
The assessment property indicates whether the rule shall be used for data quality assessment.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range http://www.w3.org/2001/XMLSchema#boolean
URI http://purl.org/dqm-vocabulary/v1/dqm#cleansing
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Cleansing
The data cleansing property specifies whether the rule shall be applied to cleanse the data in a data source.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range http://www.w3.org/2001/XMLSchema#boolean
URI http://purl.org/dqm-vocabulary/v1/dqm#cleansingProperty
rdfs:label Cleansing Property
Cleansing properties are properties of data cleansing rules.
Subproperties
URI http://purl.org/dqm-vocabulary/v1/dqm#commonCode
rdfs:label UN/CEFACT common code
UN/CEFACT common code of a unit of measurement.
rdfs:domain dqm:Unit
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#confidence
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Confidence
The confidence property indicates how confident a rule creators is regarding the correctness of the rule.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range http://www.w3.org/2000/01/rdf-schema#Literal
URI http://purl.org/dqm-vocabulary/v1/dqm#contains
rdfs:subPropertyOf dqm:operatedValue
rdfs:label Contains
Holds one or more consecutive characters that are supposed to be found in strings of another property.
rdfs:domain dqm:Condition dqm:FuncDepValueRule
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#currentValue
rdfs:subPropertyOf dqm:cleansingProperty
rdfs:label Current Value
The current value propertiy specifies the value to be removed.
rdfs:domain dqm:ValueSubstitution
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#endsWith
rdfs:subPropertyOf dqm:operatedValue
rdfs:label Ends With
Holds one or more consecutive characters that are supposed to be found at the end of strings of another property.
rdfs:domain dqm:Condition dqm:FuncDepValueRule
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#equals
rdfs:subPropertyOf dqm:operatedValue
rdfs:label Equals
Holds one or more consecutive characters that are supposed to be found in the same order in strings of another property.
rdfs:domain dqm:Condition dqm:FuncDepValueRule
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#expectedUpdateInterval
rdfs:label Expected Update Interval
The expected update interval specifies the time interval in which instances of a specific class must be updated in order to be current.
rdfs:domain dqm:UpdateRule
rdfs:range http://www.w3.org/2001/XMLSchema#duration
URI http://purl.org/dqm-vocabulary/v1/dqm#filtering
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Filtering
The filtering property indicates whether the rule shall be used for information filtering, i.e. only high quality data is retrieved.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range http://www.w3.org/2001/XMLSchema#boolean
URI http://purl.org/dqm-vocabulary/v1/dqm#greaterThan
rdfs:subPropertyOf dqm:operatedValue
rdfs:label Greater Than
Holds a numeric value that is used to identify values of a property that are greater than the value of this property.
rdfs:domain dqm:Condition dqm:FuncDepValueRule
rdfs:range http://www.w3.org/2001/XMLSchema#float
URI http://purl.org/dqm-vocabulary/v1/dqm#hasURI
rdfs:label Has URI
The hasURI property is used to map properties to instances of a class.
rdfs:domain dqm:AffectedClass dqm:AffectedInstance dqm:AffectedProperty dqm:BlacklistClass dqm:BlacklistProperty dqm:DataElement dqm:TestedClass dqm:TestedProperty dqm:TrustedClass dqm:TrustedProperty
rdfs:range http://www.w3.org/2001/XMLSchema#anyURI
URI http://purl.org/dqm-vocabulary/v1/dqm#importance
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Importance
Specifies the importance of a task, a data quality rule, or a data element.
rdfs:domain dqm:AffectedClass dqm:AffectedInstance dqm:AffectedProperty dqm:BlacklistClass dqm:BlacklistProperty dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataElement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:Task dqm:TestedClass dqm:TestedProperty dqm:TrustedClass dqm:TrustedProperty dqm:UniqueValueRule dqm:UpdateRule
rdfs:range http://www.w3.org/2000/01/rdf-schema#Literal
URI http://purl.org/dqm-vocabulary/v1/dqm#lastModified
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Last Modified
The property lastModified indicates the date and time when the rule was last modified.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range http://www.w3.org/2001/XMLSchema#dateTime
URI http://purl.org/dqm-vocabulary/v1/dqm#lessThan
rdfs:subPropertyOf dqm:operatedValue
rdfs:label Less Than
Holds a numeric value that is used to identify values of a property that are less than the value of this property.
rdfs:domain dqm:Condition dqm:FuncDepValueRule
rdfs:range http://www.w3.org/2001/XMLSchema#float
URI http://purl.org/dqm-vocabulary/v1/dqm#lowerLimit
rdfs:label Lower Limit
Specifies the lower limit a numeric property value shall obtain.
rdfs:domain dqm:IllegalValueRangeRule dqm:LegalValueRangeRule dqm:Unit
rdfs:range http://www.w3.org/2001/XMLSchema#float
URI http://purl.org/dqm-vocabulary/v1/dqm#newValue
rdfs:subPropertyOf dqm:cleansingProperty
rdfs:label New Value
The new value property specifies the new value which shall substitute the current value.
rdfs:domain dqm:ValueSubstitution
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#notEqualTo
rdfs:subPropertyOf dqm:operatedValue
rdfs:label Not Equal To
Holds one or more consecutive characters that are used to identify values of another property that do not match with the value of this property.
rdfs:domain dqm:Condition dqm:FuncDepValueRule
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#officialName
rdfs:label Official Name
Official name of a value.
rdfs:domain dqm:ScaleValue
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#operatedValue
rdfs:label Operated Value
The operated value property is an abstract property for datatype properties that are used to express string filtering criteria.
Subproperties
URI http://purl.org/dqm-vocabulary/v1/dqm#pattern
rdfs:label Pattern
The pattern property can be used to express value patterns based on a simple syntax without the need for knowing regular expressions. E.g. the pattern "AaaaaNN" where "A" stands for capital letters, "a" for small letters, and "N" for numbers.
rdfs:domain dqm:ConditionalSyntaxRule dqm:SyntaxRule
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#plainScore
rdfs:label Plain Score
The plain score represents a data quality dimension score that was assessed by using a certain formula that accounts for the violations of data quality rules related to the size of the relevant data set.
rdfs:domain dqm:Accuracy dqm:Completeness dqm:DataQualityScore dqm:PopulationCompleteness dqm:PopulationUniqueness dqm:PropertyCompleteness dqm:PropertyUniqueness dqm:SemanticAccuracy dqm:SyntacticAccuracy dqm:Timeliness dqm:Uniqueness
rdfs:range http://www.w3.org/2000/01/rdf-schema#Literal
URI http://purl.org/dqm-vocabulary/v1/dqm#rank
rdfs:label Rank
Position of a value in an ordinal scale.
rdfs:domain dqm:ScaleValue
rdfs:range http://www.w3.org/2001/XMLSchema#int
URI http://purl.org/dqm-vocabulary/v1/dqm#regex
rdfs:label Regular Expression
The regular expressions property can be used to express legal character ranges and data patterns for values of a certain property via regular expressions.
rdfs:domain dqm:ConditionalSyntaxRule dqm:SyntaxRule
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#reqDescription
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Requirement Description
Describes a data requirement in natural language.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#reqMetadata
rdfs:label Requirement Metadata
An abstract property that holds generic datatype properties that describe a data requirement.
Subproperties
URI http://purl.org/dqm-vocabulary/v1/dqm#reqName
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Requirement Name
Specifies the name of a data requirement in natural language.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataCleansingRule dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:LiteralCleansingRule dqm:MatchingValueRule dqm:MultiPropertyCleansingRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyCompletion dqm:PropertyRequirement dqm:StrictValueCombination dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule dqm:ValueSubstitution dqm:WhitespaceRemoval
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#reqSource
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Requirement Source
Specifies the source of a data requirement.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataCleansingRule dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:LiteralCleansingRule dqm:MatchingValueRule dqm:MultiPropertyCleansingRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyCompletion dqm:PropertyRequirement dqm:StrictValueCombination dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule dqm:ValueSubstitution dqm:WhitespaceRemoval
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#requiredProperty
rdfs:label Required Property
Specifies whether a property must exist.
rdfs:domain dqm:ConditionalPropertyCompletenessRule dqm:PropertyCompletenessRule
rdfs:range http://www.w3.org/2001/XMLSchema#boolean
URI http://purl.org/dqm-vocabulary/v1/dqm#requiredValue
rdfs:label Required Value
Specifies whether a value for a property must exist.
rdfs:domain dqm:ConditionalPropertyCompletenessRule dqm:PropertyCompletenessRule
rdfs:range http://www.w3.org/2001/XMLSchema#boolean
URI http://purl.org/dqm-vocabulary/v1/dqm#scaleType
rdfs:label Scale Type
Type of statistical scale.
URI http://purl.org/dqm-vocabulary/v1/dqm#sparqlrule
rdfs:label SPARQL rule
This property can store custom data requirements that are expressed via SPARQL queries.
rdfs:domain dqm:CustomRequirement
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#startsWith
rdfs:subPropertyOf dqm:operatedValue
rdfs:label Starts With
Holds one or more consecutive characters that are supposed to be found at the beginning of strings of another property.
rdfs:domain dqm:Condition dqm:FuncDepValueRule
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#taskDependent
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Task Dependent
Specifies whether the data quality rule is task dependent.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range http://www.w3.org/2001/XMLSchema#boolean
URI http://purl.org/dqm-vocabulary/v1/dqm#taskDescription
rdfs:label Task Description
Describes the task in natural language.
rdfs:domain dqm:Task
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#taskName
rdfs:label Task Name
Specifies the name of the task.
rdfs:domain dqm:Task
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#technicalName
rdfs:label Technical Name
Technical name of a value.
rdfs:domain dqm:ScaleValue
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#timeOfAssessment
rdfs:label Time Of Assessment
The time of assessment represents the data and time when the data quality score was computed.
rdfs:domain dqm:Accuracy dqm:Completeness dqm:DataQualityScore dqm:PopulationCompleteness dqm:PopulationUniqueness dqm:PropertyCompleteness dqm:PropertyUniqueness dqm:SemanticAccuracy dqm:SyntacticAccuracy dqm:Timeliness dqm:Uniqueness
rdfs:range http://www.w3.org/2001/XMLSchema#dateTime
URI http://purl.org/dqm-vocabulary/v1/dqm#timeOfIdentification
rdfs:label Time Of Identification
The time of identification property specifies the date and time in which the data quality problem was detected
rdfs:domain dqm:DataRequirementViolation dqm:DuplicateInstance dqm:FunctionalDependencyViolation dqm:IllegalValue dqm:MissingElement dqm:MissingProperty dqm:MissingPropertyAndValue dqm:MissingValue dqm:OutOfRangeValue dqm:OutdatedInstance dqm:SyntaxViolation dqm:UniquenessViolation
rdfs:range http://www.w3.org/2001/XMLSchema#dateTime
URI http://purl.org/dqm-vocabulary/v1/dqm#unitDescription
rdfs:label Unit Description
Description of a unit of measurement.
rdfs:domain dqm:Unit
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#unitName
rdfs:label Unit Name
Name of a unit of measurement.
rdfs:domain dqm:Unit
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#upperLimit
rdfs:label Upper Limit
Specifies the upper limit a numeric property value shall obtain.
rdfs:domain dqm:IllegalValueRangeRule dqm:LegalValueRangeRule dqm:Unit
rdfs:range http://www.w3.org/2001/XMLSchema#float
URI http://purl.org/dqm-vocabulary/v1/dqm#validation
rdfs:label Validation
Validation indicates whether a data quality rule shall be used for validation during data entry.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range http://www.w3.org/2001/XMLSchema#boolean
URI http://purl.org/dqm-vocabulary/v1/dqm#validFrom
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Valid From
Specifies the date and time from which a rule is valid.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataCleansingRule dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:LiteralCleansingRule dqm:MatchingValueRule dqm:MultiPropertyCleansingRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyCompletion dqm:PropertyRequirement dqm:StrictValueCombination dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule dqm:ValueSubstitution dqm:WhitespaceRemoval
rdfs:range http://www.w3.org/2001/XMLSchema#dateTime
URI http://purl.org/dqm-vocabulary/v1/dqm#validUntil
rdfs:subPropertyOf dqm:reqMetadata
rdfs:label Valid Until
Specifies the date and time until a rule stays valid.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataCleansingRule dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:LiteralCleansingRule dqm:MatchingValueRule dqm:MultiPropertyCleansingRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyCompletion dqm:PropertyRequirement dqm:StrictValueCombination dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule dqm:ValueSubstitution dqm:WhitespaceRemoval
rdfs:range http://www.w3.org/2001/XMLSchema#dateTime
URI http://purl.org/dqm-vocabulary/v1/dqm#valueMeaning
rdfs:label Value Meaning
Meaning of a value.
rdfs:domain dqm:ScaleValue
rdfs:range http://www.w3.org/2001/XMLSchema#string
URI http://purl.org/dqm-vocabulary/v1/dqm#weightedScore
rdfs:label Weighted Score
A weighted score is a data quality dimension score that is computed by integration of importance values of data requirements, tasks, or data elements.
rdfs:domain dqm:Accuracy dqm:Completeness dqm:DataQualityScore dqm:PopulationCompleteness dqm:PopulationUniqueness dqm:PropertyCompleteness dqm:PropertyUniqueness dqm:SemanticAccuracy dqm:SyntacticAccuracy dqm:Timeliness dqm:Uniqueness
rdfs:range http://www.w3.org/2000/01/rdf-schema#Literal
URI http://purl.org/dqm-vocabulary/v1/dqm#affectedClass
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Affected Class
An affected class holds one or more instances with one or more data requirement violations.
rdfs:domain dqm:DataRequirementViolation dqm:DuplicateInstance dqm:FunctionalDependencyViolation dqm:IllegalValue dqm:MissingElement dqm:MissingProperty dqm:MissingPropertyAndValue dqm:MissingValue dqm:OutOfRangeValue dqm:OutdatedInstance dqm:SyntaxViolation dqm:UniquenessViolation
rdfs:range dqm:AffectedClass
URI http://purl.org/dqm-vocabulary/v1/dqm#affectedInstance
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Affected Instance
An affected instance is the data instance that contains one or more data requirement violations.
rdfs:domain dqm:DataRequirementViolation dqm:DuplicateInstance dqm:FunctionalDependencyViolation dqm:IllegalValue dqm:MissingElement dqm:MissingProperty dqm:MissingPropertyAndValue dqm:MissingValue dqm:OutOfRangeValue dqm:OutdatedInstance dqm:SyntaxViolation dqm:UniquenessViolation
rdfs:range dqm:AffectedInstance
URI http://purl.org/dqm-vocabulary/v1/dqm#affectedProperty
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Affected Property
An affected property specifies the property of a data instance that contains one or more data requirement violations. Some data requirement violations, such as functional dependency violations, have more than one affected property.
rdfs:domain dqm:DataRequirementViolation dqm:DuplicateInstance dqm:FunctionalDependencyViolation dqm:IllegalValue dqm:MissingElement dqm:MissingProperty dqm:MissingPropertyAndValue dqm:MissingValue dqm:OutOfRangeValue dqm:OutdatedInstance dqm:SyntaxViolation dqm:UniquenessViolation
rdfs:range dqm:AffectedProperty
URI http://purl.org/dqm-vocabulary/v1/dqm#appliesFor
rdfs:subPropertyOf dqm:dataRequirementsRelationship
owl:inverseOf dqm:hasRequirement
rdfs:label Applies For
Connects data requirements with the tasks in which the requirement applies.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range dqm:Task
URI http://purl.org/dqm-vocabulary/v1/dqm#assessedClass
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Assessed Class
The assessed class is the class that holds the instances that have been analyzed to compute the assessment score.
rdfs:domain dqm:Accuracy dqm:Completeness dqm:DataQualityScore dqm:PopulationCompleteness dqm:PopulationUniqueness dqm:PropertyCompleteness dqm:PropertyUniqueness dqm:SemanticAccuracy dqm:SyntacticAccuracy dqm:Timeliness dqm:Uniqueness
rdfs:range dqm:TestedClass
URI http://purl.org/dqm-vocabulary/v1/dqm#assessedProperty
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Assessed Property
The assessed property represents all properties that have been tested for rule violations during the computation of the assessment score.
rdfs:domain dqm:Accuracy dqm:Completeness dqm:DataQualityScore dqm:PopulationCompleteness dqm:PopulationUniqueness dqm:PropertyCompleteness dqm:PropertyUniqueness dqm:SemanticAccuracy dqm:SyntacticAccuracy dqm:Timeliness dqm:Uniqueness
rdfs:range dqm:TestedProperty
URI http://purl.org/dqm-vocabulary/v1/dqm#basedOn
rdfs:subPropertyOf dqm:dataRequirementsRelationship
owl:inverseOf dqm:hasScore
rdfs:label Based On
Connects a data quality score with the data requirements that were used to calculate the score.
rdfs:domain dqm:Accuracy dqm:Completeness dqm:DataQualityScore dqm:PopulationCompleteness dqm:PopulationUniqueness dqm:PropertyCompleteness dqm:PropertyUniqueness dqm:SemanticAccuracy dqm:SyntacticAccuracy dqm:Timeliness dqm:Uniqueness
rdfs:range dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
URI http://purl.org/dqm-vocabulary/v1/dqm#blacklistClass
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Blacklist Class
A blacklist class holds instances with values that are disallowed for a certain data set.
rdfs:domain dqm:IllegalValueRule
rdfs:range dqm:BlacklistClass
URI http://purl.org/dqm-vocabulary/v1/dqm#blacklistProperty
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Blacklist Property
A blacklist property holds the values that are disallowed for a certain data set.
rdfs:domain dqm:IllegalValueRule
rdfs:range dqm:BlacklistProperty
URI http://purl.org/dqm-vocabulary/v1/dqm#cleansesClass
rdfs:subPropertyOf dqm:dataCleansingRuleRelationship
rdfs:label Cleanses Class
This property identifies classes that contain instances that shall be cleansed via a data cleansing rule.
rdfs:domain dqm:DataCleansingRule dqm:LiteralCleansingRule dqm:MultiPropertyCleansingRule dqm:PropertyCompletion dqm:StrictValueCombination dqm:ValueSubstitution dqm:WhitespaceRemoval
rdfs:range dqm:TestedClass
URI http://purl.org/dqm-vocabulary/v1/dqm#cleansesProperty1
rdfs:subPropertyOf dqm:dataCleansingRuleRelationship
rdfs:label Cleanses Property 1
This property identifies a property that holds values that shall be cleansed.
rdfs:domain dqm:DataCleansingRule dqm:LiteralCleansingRule dqm:MultiPropertyCleansingRule dqm:PropertyCompletion dqm:StrictValueCombination dqm:ValueSubstitution dqm:WhitespaceRemoval
rdfs:range dqm:TestedProperty
URI http://purl.org/dqm-vocabulary/v1/dqm#conditionalProperty
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Conditional Property
The conditional property property indicates the URI of a property that holds values that can be used to filter the relevant subset of data for which a rule applies.
URI http://purl.org/dqm-vocabulary/v1/dqm#dataCleansingRuleRelationship
rdfs:label Data Cleansing Rule Relationship
Data cleansing rule relationships are object properties of the data cleansing rules.
Subproperties
URI http://purl.org/dqm-vocabulary/v1/dqm#dataElementRelationship
rdfs:label Data Element Relationship
The data element relationship property is an abstract property that holds object properties that are used to define internal and external relationships of data elements.
Subproperties
URI http://purl.org/dqm-vocabulary/v1/dqm#dataRequirementsRelationship
rdfs:label Data Requirements Relationship
The data requirements relationship property is an abstract property that holds object properties that are used to define internal and external relationships of data requirements.
Subproperties
URI http://purl.org/dqm-vocabulary/v1/dqm#hasCondition
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Condition
Connects a conditional rule with a certain condition
Subproperties
URI http://purl.org/dqm-vocabulary/v1/dqm#hasCondition1
rdfs:subPropertyOf dqm:hasCondition
rdfs:label Has Condition 1
Connects a conditional rule with a certain condition.
rdfs:domain dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:FuncDepValueRule dqm:MultiPropertyCleansingRule dqm:PropertyCompletion dqm:StrictValueCombination
URI http://purl.org/dqm-vocabulary/v1/dqm#hasCondition2
rdfs:subPropertyOf dqm:hasCondition
rdfs:label Has Condition 2
Connects a conditional rule with a certain condition.
rdfs:domain dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:FuncDepValueRule dqm:MultiPropertyCleansingRule dqm:PropertyCompletion dqm:StrictValueCombination
URI http://purl.org/dqm-vocabulary/v1/dqm#hasCondition3
rdfs:subPropertyOf dqm:hasCondition
rdfs:label Has Condition 3
Connects a conditional rule with a certain condition.
rdfs:domain dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:FuncDepValueRule dqm:MultiPropertyCleansingRule dqm:PropertyCompletion dqm:StrictValueCombination
URI http://purl.org/dqm-vocabulary/v1/dqm#hasCondition4
rdfs:subPropertyOf dqm:hasCondition
rdfs:label Has Condition 4
Connects a conditional rule with a certain condition.
rdfs:domain dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:FuncDepValueRule dqm:MultiPropertyCleansingRule dqm:PropertyCompletion dqm:StrictValueCombination
URI http://purl.org/dqm-vocabulary/v1/dqm#hasCondition5
rdfs:subPropertyOf dqm:hasCondition
rdfs:label Has Condition 5
Connects a conditional rule with a certain condition.
rdfs:domain dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:FuncDepValueRule dqm:MultiPropertyCleansingRule dqm:PropertyCompletion dqm:StrictValueCombination
URI http://purl.org/dqm-vocabulary/v1/dqm#hasProperties
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Has Properties
Reconnects mapped classes and properties with each other.
rdfs:domain dqm:AffectedClass dqm:BlacklistClass dqm:TestedClass dqm:TrustedClass
rdfs:range dqm:AffectedProperty dqm:BlacklistProperty dqm:TestedProperty dqm:TrustedProperty
URI http://purl.org/dqm-vocabulary/v1/dqm#hasRequirement
rdfs:subPropertyOf dqm:dataRequirementsRelationship
rdfs:label Has Requirement
Specifies the data requirements that have to be fulfilled to perform the task.
rdfs:domain dqm:Task
rdfs:range dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
URI http://purl.org/dqm-vocabulary/v1/dqm#hasScore
rdfs:subPropertyOf dqm:dataRequirementsRelationship
rdfs:label Has Score
Connects data requirements with the data quality score which was calculated based on the requirement.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range dqm:Accuracy dqm:Completeness dqm:DataQualityScore dqm:PopulationCompleteness dqm:PopulationUniqueness dqm:PropertyCompleteness dqm:PropertyUniqueness dqm:SemanticAccuracy dqm:SyntacticAccuracy dqm:Timeliness dqm:Uniqueness
URI http://purl.org/dqm-vocabulary/v1/dqm#next
rdfs:label None
Links an instances to the next instance in an ordinal scale.
URI http://purl.org/dqm-vocabulary/v1/dqm#referenceClass
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Reference Class
The reference class property points to the URI of a class that contains trusted instances, i.e. instances of high quality.
rdfs:domain dqm:FuncDepReferenceRule dqm:LegalValueRule
rdfs:range dqm:TrustedClass
URI http://purl.org/dqm-vocabulary/v1/dqm#referenceProperty
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Reference Property
The reference property points to the URI of a property that holds trusted values, i.e. values of high quality
rdfs:range dqm:TrustedProperty
Subproperties
URI http://purl.org/dqm-vocabulary/v1/dqm#referenceProperty1
rdfs:subPropertyOf dqm:referenceProperty
rdfs:label Reference Property 1
The reference property points to the URI of a property that holds trusted values, i.e. values of high quality
URI http://purl.org/dqm-vocabulary/v1/dqm#referenceProperty2
rdfs:subPropertyOf dqm:referenceProperty
rdfs:label Reference Property 2
The reference property points to the URI of a property that holds trusted values, i.e. values of high quality
URI http://purl.org/dqm-vocabulary/v1/dqm#referenceProperty3
rdfs:subPropertyOf dqm:referenceProperty
rdfs:label Reference Property 3
The reference property points to the URI of a property that holds trusted values, i.e. values of high quality
URI http://purl.org/dqm-vocabulary/v1/dqm#referenceProperty4
rdfs:subPropertyOf dqm:referenceProperty
rdfs:label Reference Property 4
The reference property points to the URI of a property that holds trusted values, i.e. values of high quality
URI http://purl.org/dqm-vocabulary/v1/dqm#referenceProperty5
rdfs:subPropertyOf dqm:referenceProperty
rdfs:label Reference Property 5
The reference property points to the URI of a property that holds trusted values, i.e. values of high quality
URI http://purl.org/dqm-vocabulary/v1/dqm#ruleOfIdentification
rdfs:subPropertyOf dqm:dataRequirementsRelationship
rdfs:label Rule Of Identification
The rule of identification property connects the data quality problem instances with the instance of the data requirement that has detected the problem.
rdfs:domain dqm:DataRequirementViolation dqm:DuplicateInstance dqm:FunctionalDependencyViolation dqm:IllegalValue dqm:MissingElement dqm:MissingProperty dqm:MissingPropertyAndValue dqm:MissingValue dqm:OutOfRangeValue dqm:OutdatedInstance dqm:SyntaxViolation dqm:UniquenessViolation
rdfs:range dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
URI http://purl.org/dqm-vocabulary/v1/dqm#ruleViolation
rdfs:subPropertyOf dqm:dataRequirementsRelationship
owl:inverseOf dqm:ruleOfIdentification
rdfs:label Rule Violation
Connects data requirements with data quality problems that have been identified using the requirement.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range dqm:DataRequirementViolation dqm:DuplicateInstance dqm:FunctionalDependencyViolation dqm:IllegalValue dqm:MissingElement dqm:MissingProperty dqm:MissingPropertyAndValue dqm:MissingValue dqm:OutOfRangeValue dqm:OutdatedInstance dqm:SyntaxViolation dqm:UniquenessViolation
URI http://purl.org/dqm-vocabulary/v1/dqm#scaleValues
rdfs:label Scale Values
Links to values of a certain ordinal or nominal scale.
URI http://purl.org/dqm-vocabulary/v1/dqm#subTaskOf
rdfs:subPropertyOf dqm:dataRequirementsRelationship
rdfs:label Sub Task Of
Property that can be used to represent hierachies of between tasks.
URI http://purl.org/dqm-vocabulary/v1/dqm#testedClass
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Tested Class
The tested class property specifies the class that holds the instances that shall be tested for data quality problems.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range dqm:TestedClass
URI http://purl.org/dqm-vocabulary/v1/dqm#testedProperty
rdfs:subPropertyOf dqm:dataElementRelationship
rdfs:label Tested Property
The property with the values that shall be tested for data quality problems.
Subproperties
URI http://purl.org/dqm-vocabulary/v1/dqm#testedProperty1
rdfs:subPropertyOf dqm:testedProperty
rdfs:label Tested Property 1
The property with the values that shall be tested for data quality problems.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
URI http://purl.org/dqm-vocabulary/v1/dqm#testedProperty2
rdfs:subPropertyOf dqm:testedProperty
rdfs:label Tested Property 2
The property with the values that shall be tested for data quality problems.
rdfs:domain dqm:DuplicateInstanceRule dqm:FuncDepReferenceRule dqm:MatchingValueRule
URI http://purl.org/dqm-vocabulary/v1/dqm#testedProperty3
rdfs:subPropertyOf dqm:testedProperty
rdfs:label Tested Property 3
The property with the values that shall be tested for data quality problems.
rdfs:domain dqm:DuplicateInstanceRule dqm:FuncDepReferenceRule dqm:MatchingValueRule
URI http://purl.org/dqm-vocabulary/v1/dqm#testedProperty4
rdfs:subPropertyOf dqm:testedProperty
rdfs:label Tested Property 4
The property with the values that shall be tested for data quality problems.
rdfs:domain dqm:DuplicateInstanceRule dqm:FuncDepReferenceRule dqm:MatchingValueRule
URI http://purl.org/dqm-vocabulary/v1/dqm#testedProperty5
rdfs:subPropertyOf dqm:testedProperty
rdfs:label Tested Property 5
The property with the values that shall be tested for data quality problems.
rdfs:domain dqm:DuplicateInstanceRule dqm:FuncDepReferenceRule dqm:MatchingValueRule
URI http://purl.org/dqm-vocabulary/v1/dqm#unitOfConfidence
rdfs:label Unit of Confidence
The unit in which confidence is expressed.
rdfs:domain dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:UniqueValueRule dqm:UpdateRule
rdfs:range dqm:Unit
URI http://purl.org/dqm-vocabulary/v1/dqm#unitOfImportance
rdfs:label Unit of Importance
The unit in which importance is expressed.
rdfs:domain dqm:AffectedClass dqm:AffectedInstance dqm:AffectedProperty dqm:BlacklistClass dqm:BlacklistProperty dqm:ClassRequirement dqm:ConditionalPropertyCompletenessRule dqm:ConditionalRule dqm:ConditionalSyntaxRule dqm:CustomRequirement dqm:DataElement dqm:DataRequirement dqm:DuplicateInstanceRule dqm:ExpiryRule dqm:FuncDepReferenceRule dqm:FuncDepValueRule dqm:IllegalValueRangeRule dqm:IllegalValueRule dqm:LegalValueRangeRule dqm:LegalValueRule dqm:MatchingValueRule dqm:MultiPropertyRequirement dqm:OutdatedInstanceRule dqm:PropertyCompletenessRule dqm:PropertyRequirement dqm:SyntaxRule dqm:Task dqm:TestedClass dqm:TestedProperty dqm:TrustedClass dqm:TrustedProperty dqm:UniqueValueRule dqm:UpdateRule
rdfs:range dqm:Unit
URI http://purl.org/dqm-vocabulary/v1/dqm#unitOfMeasurement
rdfs:label Unit of Measurement
Indicates the unit of measurement, e.g. of data quality scores. It is recommended to use UN/CEFACT common codes to specify the unit of measurement, e.g. "P1" stands for percent.
rdfs:domain dqm:Accuracy dqm:Completeness dqm:DataQualityScore dqm:PopulationCompleteness dqm:PopulationUniqueness dqm:PropertyCompleteness dqm:PropertyUniqueness dqm:SemanticAccuracy dqm:SyntacticAccuracy dqm:Timeliness dqm:Uniqueness
rdfs:range dqm:Unit
Dipl.-Kaufmann Christian Fürber
E-Business and Web Science Research Group
Universität der Bundeswehr München
Werner-Heisenberg-Weg 39
D-85579 Neubiberg, Germany
Phone: +49 89 6004-4218
eMail: christian(at)fuerber(dot)com
Twitter: http://twitter.com/cfuerber
Blog: http://www.fuerber.com/
Web: http://www.unibw.de/ebusiness/
The Data Quality Management Vocabulary is available under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 license. You are free to copy, distribute and transmit the work; to remix/adapt the work (e.g. to import the ontology and create specializations of its elements), as long as it is for noncommercial purposes, you share transformations or artifacts build upon this ontology under the same or similar license, and you attribute the work, e.g. by stating "This work is based on the Data Quality Management Vocabulary, developed by Christian Fürber and Martin Hepp" and linking back to http://semwebquality.org/.
This documentation has been generated automatically from the most recent ontology specification in OWL using a Python script written by Alex Stolz and Martin Hepp. Our script uses the RDFlib library for parsing and handling RDF and the Jinja template engine for generating the HTML document.
Fürber, Christian and Hepp, Martin: Towards a Vocabulary for Data Quality Management in Semantic Web Architectures, Proceedings of the 1st International Workshop on Linked Web Data Management (LWDM2011), Uppsala, Sweden, March 25, 2011.
rdfs:comment
The Data Quality Management Vocabulary provides an ontology for the structured representation of data requirements, data quality assessment results, data cleansing rules, and data requirement violations connected to their origin. It, therefore, supports data quality monitoring, data quality assessment, and data cleansing in Semantic Web architectures.