The Data Knowledge Vocabulary

Classes

Application^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Application

is defined by: http://www.data-knowledge.org/dk/

An installed instance of an application that stores or processes data

is in domain of: has application lifecycle^op
is in range of: affects Application^op, works on Application^op

Application Interface^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/ApplicationInterface

is defined by: http://www.data-knowledge.org/dk/

Technical specification of an application to exchange data

is in range of: flows from^op, flows to^op

Application Lifecycle^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/ApplicationLifecycle

is defined by: http://www.data-knowledge.org/dk/

Defines the life cycle of Applications. A life cycle is defined by a set of possible life cycle states (lifecycle:State). The life cycle definition may also specify constraints on the transitions between the life cycle states (lifecycle:possibleTransition).

is in range of: has application lifecycle^op
is also defined as: named individual

Attribute Mapping^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/AttributeMapping

is defined by: http://www.data-knowledge.org/dk/

Conceptual mapping of business definitions to technical representations for attributes.

Business Object (BO)^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/BusinessObject

is defined by: http://www.data-knowledge.org/dk/

Specific, individual instance of a Business Object Type (BOT)

is in domain of: instantiates Business Object Type^op
is in range of: defines integrity of object^op

Business Object Attribute (BOA)^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/BusinessObjectAttribute

is defined by: http://www.data-knowledge.org/dk/

Specific, individual instance of a Business Object Type Attribute (BOTA)

is in range of: defines integrity of attribute^op

Business Object Domain (BOD)^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/BusinessObjectDomain

is defined by: http://www.data-knowledge.org/dk/

Clusters of coherent Business Object Types (BOTs), either from a subject matter or management point of view

is also defined as: named individual

Business Object Type (BOT)^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/BusinessObjectType

is defined by: http://www.data-knowledge.org/dk/

Conceptual (data) entity relevant to business that represents a coherent set of information about a group of real or virtual objects

is in range of: instantiates Business Object Type^op
is also defined as: named individual

Business Object Type Attribute (BOTA)^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/BusinessObjectTypeAttribute

is defined by: http://www.data-knowledge.org/dk/

Conceptually elementary piece of information as part of a Business Object Type (BOT)

is in domain of: refers to Code List^op
is also defined as: named individual

Business Process^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/BusinessProcess

is defined by: http://www.data-knowledge.org/dk/

Sequence of activities consuming or relying on data (data usage perspective)

is in domain of: uses^op, uses instances of^op

Business Rule^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/BusinessRule

is defined by: http://www.data-knowledge.org/dk/

Defines the integrity of a single Business Object or across them

is equivalent to: quality policy^c
is in domain of: defines integrity of attribute^op, defines integrity of object^op, defines integrity of type^op
is in range of: based on^op

Business Rule Assessment^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/BusinessRuleAssessment

Represents the evaluation of a certain Business Rule on a specific Data Asset

Change History^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/ChangeHistory

is defined by: http://www.data-knowledge.org/dk/

Information that allows to track the development of data definitions, processes, etc.

is in domain of: tracks^op

Change Request^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/ChangeRequest

is defined by: http://www.data-knowledge.org/dk/

Detailed description of a specific change requirement, resulting from projects or operations

is in domain of: affects Application^op, affects Data Conceptualization^op, initiated by Process^op, initiated by Project^op

Code^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Code

is defined by: http://www.data-knowledge.org/dk/

Pre-defined value for a Business Object Type Attribute (BOTA)

Code List^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/CodeList

is defined by: http://www.data-knowledge.org/dk/

List with pre-defined values (Codes) for a Business Object Type Attribute (BOTA)

is in range of: refers to Code List^op

Code Mapping^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/CodeMapping

is defined by: http://www.data-knowledge.org/dk/

Conceptual mapping of business-related codes and terminology of Code Lists to named values of technical Enumerations.

Data Asset^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/DataAsset

is defined by: http://www.data-knowledge.org/dk/

A Data Asset represents a collection of Data Objects serving an organizational or a business goal. The contained Data Objects may be of the same or of different Data Object Types.

is in range of: computed on^op, maintains^op, uses^op
is also defined as: named individual

Data Conceptualization^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/DataConceptualization

A Data Conceptualization represents a business concept to specify and structure data. As this is an abstract superclass only its subclasses may be used.

is in range of: affects Data Conceptualization^op, defines integrity of type^op, defines lifecycle of instances^op, illustrates^op, maintains instances of^op, uses instances of^op, works on Conceptualization^op
has members: Business Object Domain (BOD)ⁿⁱ, Business Object Type (BOT)ⁿⁱ, Business Object Type Attribute (BOTA)ⁿⁱ
is also defined as: named individual

Data Flow^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/DataFlow

is defined by: http://www.data-knowledge.org/dk/

Indicates the actual connection and data exchange between particular applications

is in domain of: flows from^op, flows to^op, transfers data^op

Data Lifecycle^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/DataLifecycle

is defined by: http://www.data-knowledge.org/dk/

Defines the life cycle of Business Objects, Data Objects and Data Assets. A life cycle is defined by a set of possible life cycle states (lifecycle:State). The life cycle definition may also specify constraints on the transitions between the life cycle states (lifecycle:possibleTransition).

is in domain of: defines lifecycle of instances^op
is in range of: has data lifecycle^op
is also defined as: named individual

Data Management Process^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/DataManagementProcess

is defined by: http://www.data-knowledge.org/dk/

Sequence of activities for data maintenance or data governance

is in domain of: maintains^op, maintains instances of^op
is in range of: initiated by Process^op

Data Object (DO)^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/DataObject

is defined by: http://www.data-knowledge.org/dk/

Individual record of a Data Object Type (DOT), i.e. the technical representation of a Business Object (BO)

is in domain of: instantiates Data Object Type^op

Data Object Attribute (DOA)^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/DataObjectAttribute

is defined by: http://www.data-knowledge.org/dk/

A piece of information being a part of a Data Object (DO), i.e. the technical representation of a Business Object Attribute (BOA)

Data Object Type (DOT)^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/DataObjectType

is defined by: http://www.data-knowledge.org/dk/

Technical representation of a Business Object Type (BOT)

is in range of: instantiates Data Object Type^op

Data Object Type Attribute (DOTA)^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/DataObjectTypeAttribute

is defined by: http://www.data-knowledge.org/dk/

Individual (atomic) field to store a piece of information

is in domain of: refers to Enumeration^op

data quality score^c back to ToC or Class ToC

IRI: http://purl.org/dqm-vocabulary/v1/dqm#DataQualityScore

is equivalent to: KPI Measurement^c

data requirement^c back to ToC or Class ToC

IRI: http://purl.org/dqm-vocabulary/v1/dqm#DataRequirement

is equivalent to: Business Rule^c

data set^c back to ToC or Class ToC

IRI: http://purl.org/linked-data/cube#DataSet

is equivalent to: Data Asset^c

Enumeration^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Enumeration

is defined by: http://www.data-knowledge.org/dk/

List with pre-defined values (Named Values) for a Data Object Type Attribute (DOTA)

is in range of: refers to Enumeration^op

Example^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Example

is defined by: http://www.data-knowledge.org/dk/

Illustrative instances of a BOT/BOTA to indicate valid / invalid use

is in domain of: illustrates^op

FAQ^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/FAQ

is defined by: http://www.data-knowledge.org/dk/

Frequently Asked Questions

is in domain of: answers question about^op

Key Mapping^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/KeyMapping

is defined by: http://www.data-knowledge.org/dk/

May be used to map data objects from different applications that represent the same business entity. This is useful for creation of 'golden records' and the distribution of data.

Knowledge Lifecycle^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/KnowledgeLifecycle

is defined by: http://www.data-knowledge.org/dk/

Defines the life cycle of a data knowledge entity, i.e. the instances from the classes of this model. This type of life cycles thus represents a metadata life cycle. A life cycle is defined by a set of possible life cycle states (lifecycle:State). The life cycle definition may also specify constraints on the transitions between the life cycle states (lifecycle:possibleTransition).

is in range of: has Knowledge Lifecycle^op
is also defined as: named individual

KPI Definition^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/KpiDefinition

is defined by: http://www.data-knowledge.org/dk/

Defines a data quality (performance) measure based on a set of business rules

is in domain of: based on^op

KPI Measurement^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/KpiMeasurement

is defined by: http://www.data-knowledge.org/dk/

Actual performance values measured at a particular time

is equivalent to: quality measurement^c

Mapping^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Mapping

is defined by: http://www.data-knowledge.org/dk/

Abstract class of different kinds of mappings

is in domain of: maps from^op, maps to^op

Named Value^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/NamedValue

is defined by: http://www.data-knowledge.org/dk/

Pre-defined value of an Enumeration for a Data Object Type Attribute (DOTA)

Organizational Unit^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/OrganizationalUnit

is defined by: http://www.data-knowledge.org/dk/

Unit of the organizational structure (hierarchy), group of individuals

has super-classes: group^c; group^c
is in domain of: has Role^op

Person^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Person

is defined by: http://www.data-knowledge.org/dk/

Individual of an organization assigned with certain roles

is equivalent to: individual^c; person^c
is in domain of: fills Role^op

Project^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Project

is defined by: http://www.data-knowledge.org/dk/

A project that implies changes to data or data management

has super-classes: project^c
is in domain of: works on Application^op, works on Conceptualization^op
is in range of: initiated by Project^op

Project Plan^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/ProjectPlan

is defined by: http://www.data-knowledge.org/dk/

Schedule illustrating when a particular action is taken on something

Regulation^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Regulation

is defined by: http://www.data-knowledge.org/dk/

Internal or external regulatory driver influencing data management

is in domain of: applies to^op

Report^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Report

is defined by: http://www.data-knowledge.org/dk/

Set of KPI measurements gathered for a particular purpose

is in domain of: comprises^op

Responsibility^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Responsibility

is defined by: http://www.data-knowledge.org/dk/

Specific description of a responsibility, including the particular scope, duration of accountability, measures to be taken and further information

is in domain of: responsible for^op
is in range of: takes on^op

role^c back to ToC or Class ToC

IRI: http://purl.org/wai#Role

is equivalent to: Role^c

Role^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/Role

is defined by: http://www.data-knowledge.org/dk/

Abstract definition of a general function and its goals and authorities

is in domain of: takes on^op
is in range of: fills Role^op, has Role^op

Schema Mapping^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/SchemaMapping

is defined by: http://www.data-knowledge.org/dk/

Technical mapping specifiying data flows between Applications.

is in range of: transfers data^op

Supplementary Documentation^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/SupplementaryDocumentation

is defined by: http://www.data-knowledge.org/dk/

Material to learn or use as a reference for data management operations

is in domain of: documents^op

Terms of Use^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/TermsOfUse

is defined by: http://www.data-knowledge.org/dk/

is equivalent to: quality policy^c
is in range of: has Terms of Use^op
is also defined as: named individual

Training Opportunity^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/TrainingOpportunity

is defined by: http://www.data-knowledge.org/dk/

A planned event a person can participate in

is in domain of: addresses^op

Type Mapping^c back to ToC or Class ToC

IRI: http://www.data-knowledge.org/dk/TypeMapping

is defined by: http://www.data-knowledge.org/dk/

Conceptual mapping of business definitions to technical representations for objects.

Object Properties

addresses^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/addresses

is defined by: http://www.data-knowledge.org/dk/

A training addresses specific Roles, Organizational Units, Business Object Types, Applications etc. A person can thus participate in appropriate trainings that are either meant for specific Roles or address specific topics

has domain: Training Opportunity^c
has range: resource^c

affects Application^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/affectsApplication

is defined by: http://www.data-knowledge.org/dk/

A Change Requests affects an Application

has domain: Change Request^c
has range: Application^c

affects Data Conceptualization^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/affectsDataConceptualization

is defined by: http://www.data-knowledge.org/dk/

A Change Requests affects a Data Conceptualization

has domain: Change Request^c
has range: Data Conceptualization^c

answers question about^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/answersQuestionAbout

is defined by: http://www.data-knowledge.org/dk/

FAQ answer questions about various model areas. As this is a universal property, it is intended to be used with all classes of the model. Thus, the range has not been restricted.

has domain: FAQ^c
has range: resource^c

applies to^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/appliesTo

is defined by: http://www.data-knowledge.org/dk/

Regulations can apply to all kinds of instances. As this is a universal property, it is intended to be used with all classes of the model. Thus, the range has not been restricted.

has domain: Regulation^c
has range: resource^c

based on^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/basedOn

is defined by: http://www.data-knowledge.org/dk/

A KPI Definition is based on a Business Rule (BR)

has domain: KPI Definition^c
has range: Business Rule^c

comprises^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/comprises

is defined by: http://www.data-knowledge.org/dk/

A Report comprises certain KPI Measurements and their definitions

has domain: Report^c
has range: thing^c

computed on^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/computedOn

is defined by: http://www.data-knowledge.org/dk/

A KPI Measurement and Business Rule Assessments is computed on a Data Asset

has domain: thing^c
has range: Data Asset^c
is also defined as: named individual

cooperates with^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/cooperatesWith

is defined by: http://www.data-knowledge.org/dk/

Organizational Units and Roles can cooperate

has domain: thing^c
has range: thing^c

defines integrity of attribute^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/definesIntegrityOfAttribute

is defined by: http://www.data-knowledge.org/dk/

A Business Rule (BR) defines the integrity of a single Business Object Attribute (BOA). This property is used for relations between BR and BOAs and defines instance-specific rules

has domain: Business Rule^c
has range: Business Object Attribute (BOA)^c

defines integrity of object^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/definesIntegrityOfObject

is defined by: http://www.data-knowledge.org/dk/

A Business Rule (BR) defines the integrity of Business Objects (BOs), i.e. across multiple Business Object Attributes (BOAs). This property is used for relations between BR and BOs to define instance-specific rules

has domain: Business Rule^c
has range: Business Object (BO)^c

defines integrity of type^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/definesIntegrityOfType

is defined by: http://www.data-knowledge.org/dk/

A Business Rule (BR) defines the integrity of Business Object Types (BOTs), Business Object Type Attributes (BOTAs) and entire Business Object Domains (BODS) as a collection of BOTs and BOTAs. This property is used for relations between BR and BODs/BOTs/BOTAs, which are part of a Data Conceptualization. It defines type-level rules

has domain: Business Rule^c
has range: Data Conceptualization^c

defines lifecycle of instances^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/definesLifecycleOfInstances

is defined by: http://www.data-knowledge.org/dk/

Specifies the life cycle of the Business Object instances on the conceptual type level. The current life cycle state of an individual Business Object is referred to from each Business Object via the property lifecycle:state.

has domain: Data Lifecycle^c
has range: Data Conceptualization^c

documents^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/documents

is defined by: http://www.data-knowledge.org/dk/

Supplementary documentation documents various model areas. As this is a universal property, it is intended to be used with all classes of the model. Thus, the range has not been restricted.

has domain: Supplementary Documentation^c
has range: resource^c

fills Role^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/fillsRole

is defined by: http://www.data-knowledge.org/dk/

Persons can fill Roles

has domain: Person^c
has range: Role^c

flows from^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/flowsFrom

is defined by: http://www.data-knowledge.org/dk/

Interface A sends data

has domain: Data Flow^c
has range: Application Interface^c

flows to^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/flowsTo

is defined by: http://www.data-knowledge.org/dk/

Data is sent to Interface B

has domain: Data Flow^c
has range: Application Interface^c

has application lifecycle^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/hasApplicationLifecycle

is defined by: http://www.data-knowledge.org/dk/

Specifies the life cycle of an individual Application instance. The current life cycle state of the instance is referred to via the property lifecycle:state.

has domain: Application^c
has range: Application Lifecycle^c
is also defined as: named individual

has data lifecycle^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/hasDataLifecycle

is defined by: http://www.data-knowledge.org/dk/

Specifies the life cycle of an individual instance of a Business Object, Data Object or Data Asset. This property can be used to override the general type level life cycle definition expressed by definesLifecycleOfInstances. The current life cycle state of the instance is referred to via the property lifecycle:state

has domain: resource^c
has range: Data Lifecycle^c
is also defined as: named individual

has Knowledge Lifecycle^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/hasKnowledgeLifecycle

is defined by: http://www.data-knowledge.org/dk/

May be used to define a general life cycle that applies to all classes of the model or certain classes.

has domain: resource^c
has range: Knowledge Lifecycle^c
is also defined as: named individual

has Role^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/hasRole

is defined by: http://www.data-knowledge.org/dk/

Organizational Units can have Roles

has domain: Organizational Unit^c
has range: Role^c

has Terms of Use^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/hasTerms

is defined by: http://www.data-knowledge.org/dk/

Resources can have specific Terms of Use

has domain: resource^c
has range: Terms of Use^c
is also defined as: named individual

illustrates^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/illustrates

is defined by: http://www.data-knowledge.org/dk/

An example illustrates a Data Conceptualization

has domain: Example^c
has range: Data Conceptualization^c

initiated by Process^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/initiatedByProcess

is defined by: http://www.data-knowledge.org/dk/

A Data Management Process initiates a change request

has domain: Change Request^c
has range: Data Management Process^c

initiated by Project^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/initiatedByProject

is defined by: http://www.data-knowledge.org/dk/

A project initiates a change request

has domain: Change Request^c
has range: Project^c

instantiates Business Object Type^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/instantiatesBusinessType

is defined by: http://www.data-knowledge.org/dk/

Connection from specific instances of BOs to conceptually coherent sets of BOTs

has domain: Business Object (BO)^c
has range: Business Object Type (BOT)^c

instantiates Data Object Type^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/instantiatesTechnicalType

is defined by: http://www.data-knowledge.org/dk/

Connection from specific instances of DOs to conceptually coherent sets of DOTs

has domain: Data Object (DO)^c
has range: Data Object Type (DOT)^c

is measurement of^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/isMeasurementOf

is defined by: http://www.data-knowledge.org/dk/

A KPI Measurement is computed according to a KPI Definition on a given data asset at a given time. Similarly, a Business Rule Assessment results from a Business Rule

has domain: thing^c
has range: thing^c
is also defined as: named individual

is related to^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/isReleatedTo

is defined by: http://www.data-knowledge.org/dk/

This property is used to generally express relationships between entities. Primary purposes are to state connections between two or more Business Objects Types and between two or more Data Object Types.

has domain: resource^c
has range: resource^c
is also defined as: named individual

maintains^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/maintains

is defined by: http://www.data-knowledge.org/dk/

Specific Data Management Processes maintain Data Assets

has domain: Data Management Process^c
has range: Data Asset^c

maintains instances of^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/maintainsInstancesOf

is defined by: http://www.data-knowledge.org/dk/

Specific Data Management Processes maintain instances of Data Conceptualizations

has domain: Data Management Process^c
has range: Data Conceptualization^c

maps from^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/mapsFrom

is defined by: http://www.data-knowledge.org/dk/

A specific Mapping Class assigns various representations of the same concepts, i.e in a conceptual vs. technical view (possibly in different data formats, e.g. Java or XML objects). Code Mappings map from Code to NamedValue ; Type Mappings map from BusinessObjectType to DataObjectType ; Attribute Mappings map from BusinessObjectTypeAttribute to DataObjectTypeAttribute ; Schema Mappings map from DataObjectTypeAttribute to DataObjectTypeAttribute ; Key Mappings map from Business to DataObject

has domain: Mapping^c
has range: resource^c

maps to^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/mapsTo

is defined by: http://www.data-knowledge.org/dk/

has domain: Mapping^c
has range: resource^c

refers to Code List^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/refersToCodeList

is defined by: http://www.data-knowledge.org/dk/

A reference from a BOTA to a Code List

has domain: Business Object Type Attribute (BOTA)^c
has range: Code List^c

refers to Enumeration^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/refersToEnumeration

is defined by: http://www.data-knowledge.org/dk/

A reference from a DOTA to an Enumeration

has domain: Data Object Type Attribute (DOTA)^c
has range: Enumeration^c

responsible for^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/responsibleFor

is defined by: http://www.data-knowledge.org/dk/

Specific assignment of a responsibility for a particular scope. As this is a universal property, it is intended to be used with all classes of the model. Thus, the range has not been restricted.

has domain: Responsibility^c
has range: resource^c

takes on^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/takesOn

is defined by: http://www.data-knowledge.org/dk/

Roles can take on specific responsibilites

has domain: Role^c
has range: Responsibility^c

tracks^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/tracks

is defined by: http://www.data-knowledge.org/dk/

The change history keeps track of changes to instances. As this is a universal property, it is intended to be used with all classes of the model. Thus, the range has not been restricted.

has domain: Change History^c
has range: resource^c

transfers data^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/transfersData

is defined by: http://www.data-knowledge.org/dk/

This property specifies what data is actually transferred by the data flow. This requires the data from the source application, represented by a Data Object Type, to be mapped to the data expected by the target application, also represented by a Data Object Type. Consequently, this property links a Data Flow with a Schema Mapping that outlines the source and target Data Object Types and how they map.

has domain: Data Flow^c
has range: Schema Mapping^c

uses^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/uses

is defined by: http://www.data-knowledge.org/dk/

Business Processes consume or use Data Assets

has domain: Business Process^c
has range: Data Asset^c

uses instances of^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/usesInstancesOf

is defined by: http://www.data-knowledge.org/dk/

Business Processes consume or use instances of Data Conceptualizations

has domain: Business Process^c
has range: Data Conceptualization^c

works on Application^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/worksOnApplication

is defined by: http://www.data-knowledge.org/dk/

Projects work on Applications, e.g. by creating or changing their data structures (Data Object Types) or application interfaces

has domain: Project^c
has range: Application^c

works on Conceptualization^op back to ToC or Object Property ToC

IRI: http://www.data-knowledge.org/dk/worksOnConceptualization

is defined by: http://www.data-knowledge.org/dk/

Projects work on Data Conceptualizations, e.g. by creating or changing Business Object Types

has domain: Project^c
has range: Data Conceptualization^c

Named Individuals

Application Lifecycle
Business Object Domain (BOD)
Business Object Type (BOT)
Business Object Type Attribute (BOTA)
computed on
Data Asset
Data Conceptualization
Data Lifecycle
has application lifecycle
has data lifecycle
has Knowledge Lifecycle
has Terms of Use
is measurement of
is related to
Knowledge Lifecycle
Terms of Use
The Data Knowledge Vocabulary

Application Lifecycleⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/ApplicationLifecycle

belongs to: lifecycle^c
is also defined as: class

Business Object Domain (BOD)ⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/BusinessObjectDomain

belongs to: Data Conceptualization^c
is also defined as: class

Business Object Type (BOT)ⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/BusinessObjectType

belongs to: Data Conceptualization^c
is also defined as: class

Business Object Type Attribute (BOTA)ⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/BusinessObjectTypeAttribute

belongs to: Data Conceptualization^c
is also defined as: class

computed onⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/computedOn

is defined by: http://www.data-knowledge.org/dk/

A KPI Measurement and Business Rule Assessments is computed on a Data Asset

belongs to: computed on^c
is also defined as: object property

Data Assetⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/DataAsset

belongs to: data set^c; asset^c
is also defined as: class

Data Conceptualizationⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/DataConceptualization

belongs to: concept^c
is also defined as: class

Data Lifecycleⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/DataLifecycle

belongs to: lifecyle^c
is also defined as: class

has application lifecycleⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/hasApplicationLifecycle

is defined by: http://www.data-knowledge.org/dk/

Specifies the life cycle of an individual Application instance. The current life cycle state of the instance is referred to via the property lifecycle:state.

belongs to: property^c
is also defined as: object property

has data lifecycleⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/hasDataLifecycle

is defined by: http://www.data-knowledge.org/dk/

belongs to: property^c
is also defined as: object property

has Knowledge Lifecycleⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/hasKnowledgeLifecycle

is defined by: http://www.data-knowledge.org/dk/

May be used to define a general life cycle that applies to all classes of the model or certain classes.

belongs to: property^c
is also defined as: object property

has Terms of Useⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/hasTerms

is defined by: http://www.data-knowledge.org/dk/

Resources can have specific Terms of Use

belongs to: property^c; has policy^c
is also defined as: object property

is measurement ofⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/isMeasurementOf

is defined by: http://www.data-knowledge.org/dk/

A KPI Measurement is computed according to a KPI Definition on a given data asset at a given time. Similarly, a Business Rule Assessment results from a Business Rule

belongs to: is measurement of^c
is also defined as: object property

is related toⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/isReleatedTo

is defined by: http://www.data-knowledge.org/dk/

belongs to: relation^c
is also defined as: object property

Knowledge Lifecycleⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/KnowledgeLifecycle

belongs to: lifecycle^c
is also defined as: class

Terms of Useⁿⁱ back to ToC or Named Individual ToC

IRI: http://www.data-knowledge.org/dk/TermsOfUse

belongs to: policy^c
is also defined as: class