CORDS Ontology for Machine Learning Artifacts

IRI:
https://www.cords.ie/ontologies/cordsml
Current version :
CORDSML 1.0
Imported Ontologies :
http://www.w3.org/2004/02/skos/core (visualise it with LODE )
http://www.w3.org/ns/dcat (visualise it with LODE )
http://www.w3.org/ns/prov-o# (visualise it with LODE )
https://www.w3.org/ns/mls (visualise it with LODE )
Other visualisation :
Ontology source - WebVowl

Abstract

The CORDS Ontology is a comprehensive framework designed specifically for organizing and describing machine learning artifacts within diverse computing environments. This ontology aims to provide a structured approach to categorize and link various elements related to machine learning workflows and resources, facilitating improved discoverability, reusability, and interoperability of data and models.

Table of Content

  1. Classes
  2. Object Properties
  3. Data Properties
  4. Named Individuals
  5. Annotation Properties
  6. Namespace Declarations

Classes

Agent Classc back to ToC or Class ToC

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

has super-classes
classc
has members
Agentni
is also defined as
named individual

algorithmc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#Algorithm

The algorithm regardless software implementation.
has super-classes
information entityc

Catalogc back to ToC or Class ToC

IRI: http://www.w3.org/ns/dcat#Catalog

is defined by
http://www.w3.org/TR/vocab-dcat/
A curated collection of metadata about resources (e.g., datasets and data services in the context of a data catalog).
has super-classes
Datasetc
is in domain of
catalogop, datasetop, recordop, serviceop, theme taxonomyop
is in range of
catalogop

Catalog Recordc back to ToC or Class ToC

IRI: http://www.w3.org/ns/dcat#CatalogRecord

is defined by
http://www.w3.org/TR/vocab-dcat/
A record in a data catalog, describing the registration of a single dataset or data service.
has super-classes
primary topicop only Catalogued resourcec
primary topicop exactly 1
is in range of
recordop

Catalogued resourcec back to ToC or Class ToC

IRI: http://www.w3.org/ns/dcat#Resource

Resource published or curated by a single agent.
is equivalent to
information entityc
has sub-classes
Data servicec, Datasetc
is in domain of
qualified relationop

contractc back to ToC or Class ToC

IRI: https://www.cords.ie/ontologies/cordsml#Contract

has super-classes
information entityc
licensed byop some License Documentc
has access policyop some Policyc
has consumer i dop some organization
has contract descriptionop some documentc
has incentive descriptionop some documentc
has intended useop some documentc
has owner i dop some organization
has provider i dop some software agent
Date Createddp some date time
Date Accepteddp some date time
Date Issueddp some date time
Date Modifieddp some date time
Date Validdp some date time
is in domain of
has access policyop, has consumer i dop, has contract descriptionop, has incentive descriptionop, has intended useop, has owner i dop, has provider i dop, licensed byop
is in range of
has contractop
Contract is exchanged between consumer and owner.

datac back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#Data

Data is a data item composed of data examples and it may be of a various level of granularity and complexity. With regard to granularity, it can be a whole dataset (for instance, one main table and possibly other tables), or only a single table, or only a feature (e.g., a column of a table), or only an instance (e.g., row of a table), or a single feature-value pair. With regard to complexity, data examples are characterized by their datatype, which may be arbitrarily complex (e.g., instead of a table it can be an arbitrary graph).
has super-classes
information entityc
has qualityop some data characteristicc
has sub-classes
datasetc, featurec

data characteristicc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#DataCharacteristic

DataCharacteristic is a distinguishing quality or property that distinguish one data from another. Such characteristics are often statistical ones (e.g., the number of instances or the number of features of a data set). They may be also informationtheoretic measures (e.g., class entropy of a categorical data set) or geometric measures of data complexity (e.g., the highest discriminatory power of any single feature in the data set).
has super-classes
qualityc
has sub-classes
feature characteristicc

Data servicec back to ToC or Class ToC

IRI: http://www.w3.org/ns/dcat#DataService

A site or end-point providing operations related to the discovery of, access to, or processing functions on, data or related resources.
has super-classes
servicec
Catalogued resourcec
is in domain of
description of service end-pointop, serves datasetop, service end-pointop
is in range of
data access serviceop, serviceop

Datasetc back to ToC or Class ToC

IRI: http://www.w3.org/ns/dcat#Dataset

is defined by
http://www.w3.org/TR/vocab-dcat/
A collection of data, published or curated by a single source, and available for access or download in one or more representations.
is equivalent to
datasetc
has super-classes
Catalogued resourcec
has sub-classes
Catalogc
is in domain of
distributionop
is in range of
datasetop, serves datasetop

datasetc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#Dataset

has super-classes
datac

Distributionc back to ToC or Class ToC

IRI: http://www.w3.org/ns/dcat#Distribution

is defined by
http://www.w3.org/TR/vocab-dcat/
A specific representation of a dataset. A dataset might be available in multiple serializations that may differ in various ways, including natural language, media-type or format, schematic organization, temporal and spatial resolution, level of detail or profiles (which might specify any or all of the above).
is in domain of
access addressop, byte sizedp, compression formatop, download URLop, media typeop, packaging formatop
is in range of
distributionop

evaluation measurec back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#EvaluationMeasure

EvaluationMeasure is a measure to assess the performance of the model generated by the process that realizes the task. Examples are predictive accuracy or f-measure.
has super-classes
information entityc

evaluation procedurec back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#EvaluationProcedure

EvaluationProcedure is a technique to evaluate machine learning models. Examples are cross-validation and leave-one-out.
has super-classes
information entityc

evaluation specificationc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#EvaluationSpecification

EvaluationProcedure is a technique to evaluate machine learning models. Examples are cross-validation and leave-one-out.
has super-classes
information entityc
hasPartop some evaluation measurec
hasPartop some evaluation procedurec

experimentc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#Experiment

Experiment is a collection of runs.
has super-classes
Processc
hasPartop some runc

featurec back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#Feature

has super-classes
datac

feature characteristicc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#FeatureCharacteristic

has super-classes
data characteristicc

File Formatc back to ToC or Class ToC

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

has super-classes
Media Typec
is also defined as
named individual

hyper parameterc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#HyperParameter

Hyperparameter is a prior parameter of an implementation, i.e., a parameter which is set before its execution (e.g. C, the complexity parameter, in weka.SMO).
has super-classes
information entityc

hyper parameter settingc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#HyperParameterSetting

HyperParameterSetting is an entity which connects a hyperparameter and its value that is being set before an implementation execution.
has super-classes
information entityc
specified byop some hyper parameterc
has valuedp some literal

implementationc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#Implementation

Implementation is an executable implementation of a machine learning algorithm, a script, or a workflow. It is versioned, and sometimes belongs to a library (e.g. WEKA).
has super-classes
information entityc
hasHyperParameterop some hyper parameterc
has qualityop some implementation characteristicc
implementsop some algorithmc
is in range of
has query descriptionop

implementation characteristicc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#ImplementationCharacteristic

ImplementationCharacteristic is a distinguishing quality or property that distinguish one implementation from another.
has super-classes
qualityc

Jurisdictionc back to ToC or Class ToC

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

has super-classes
Location, Period, or Jurisdictionc
is also defined as
named individual

License Documentc back to ToC or Class ToC

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

has super-classes
Rights Statementc
is in range of
licensed byop
is also defined as
named individual

Locationc back to ToC or Class ToC

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

has super-classes
Location, Period, or Jurisdictionc
is in domain of
bounding boxdp, centroiddp
is also defined as
named individual

Media Typec back to ToC or Class ToC

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

has super-classes
Media Type or Extentc
has sub-classes
File Formatc, Physical Mediumc
is in range of
compression formatop, media typeop, packaging formatop
is also defined as
named individual

modelc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#Model

Model is a generalization of a set of training data able to predict values for unseen instances. It is an output from an execution of a data mining algorithm implementation. Models have a dual nature. They can be treated as data structures and as such represented, stored and manipulated. On the other hand, they act as functions and are executed, taking as input data examples and giving as output the result of applying the function to a data example. Models can also be divided into global or local ones. A global model has global coverage of a data set, i.e., it generalizes the whole data set. A local model, such as a pattern set, is a set of local hypotheses, i.e. each applies to a limited region of the data set.
has super-classes
information entityc
has qualityop some model characteristicc
has contractop some contractc
has i ddp some literal
is in domain of
has contractop

model characteristicc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#ModelCharacteristic

ModelCharacteristic is a distinguishing quality or property that distinguish one model from another. An example model characetristic may be interpretabilty or a complexity of the model.
has super-classes
qualityc

model evaluationc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#ModelEvaluation

ModelEvaluation is a setting of a value of the performance measure specified by the evaluation specification. It connects a measure specification with its value.
has super-classes
information entityc
specified byop some evaluation measurec
has valuedp some literal

Period of Timec back to ToC or Class ToC

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

has super-classes
Location, Period, or Jurisdictionc
is in domain of
end datedp, start datedp
is also defined as
named individual

Physical Mediumc back to ToC or Class ToC

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

has super-classes
Media Typec
is also defined as
named individual

Policyc back to ToC or Class ToC

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

has super-classes
information entityc
is in range of
has access policyop
is also defined as
named individual

Processc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#Process

has sub-classes
experimentc, runc

queryc back to ToC or Class ToC

IRI: https://www.cords.ie/ontologies/cordsml#Query

has super-classes
information entityc
has query descriptionop some implementationc
has i ddp some literal
is in domain of
has i ddp, has query descriptionop
Query is issued by the data-asset consumer.

Relationshipc back to ToC or Class ToC

IRI: http://www.w3.org/ns/dcat#Relationship

An association class for attaching additional information to a relationship between DCAT Resources.
is in range of
qualified relationop

Rolec back to ToC or Class ToC

IRI: http://www.w3.org/ns/dcat#Role

A role is the function of a resource or agent with respect to another resource, in the context of resource attribution or resource relationships.
has super-classes
concept
is in range of
hadRoleop

runc back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#Run

Run is an execution of an implementation on a machine (computer). It is limited in time (has a start and end point), can be successful or failed.
has super-classes
Processc
executesop some implementationc
hasInputop some datac
hasInputop some hyper parameter settingc
has outputop some modelc
has outputop some model evaluationc
realizesop some algorithmc

Size or Durationc back to ToC or Class ToC

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

has super-classes
Media Type or Extentc
is also defined as
named individual

softwarec back to ToC or Class ToC

IRI: http://www.w3.org/ns/mls#Software

Software is implemented computer programs, procedures, scripts or rules with associated documentation, possibly constituting an organized environment, stored in read/write memory for the purpose of being executed within a computer system.
has super-classes
information entityc
hasPartop some implementationc

Object Properties

access addressop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#accessURL

is defined by
http://www.w3.org/TR/vocab-dcat/
A URL of a resource that gives access to a distribution of the dataset. E.g. landing page, feed, SPARQL endpoint. Use for all cases except a simple download link, in which case downloadURL is preferred.
has domain
Distributionc
has range
resourcec
has sub-property chains
data access serviceop o service end-pointop

achievesop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#achieves

A relation between a run and a task, where the run achieves specifications formulated by the task.

catalogop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#catalog

has super-properties
memberop
has domain
Catalogc
is also defined as
annotation property

compression formatop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#compressFormat

has domain
Distributionc
is also defined as
annotation property

contact pointop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#contactPoint

is defined by
http://www.w3.org/TR/vocab-dcat/
Relevant contact information for the catalogued resource. Use of vCard is recommended.
has range
kindc

data access serviceop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#accessService

A site or end-point that gives access to the distribution of the dataset.
has range
Data servicec

datasetop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#dataset

has super-properties
memberop
has domain
Catalogc
is also defined as
annotation property

definedOnop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#definedOn

A relation between a task and either the data or an evaluation specification pertinent to this task.
has super-properties
top object property
is inverse of
definesop

description of service end-pointop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#endpointDescription

A description of the service end-point, including its operations, parameters etc.
has domain
Data servicec

distributionop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#distribution

has domain
Datasetc
is also defined as
annotation property

download URLop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#downloadURL

is defined by
http://www.w3.org/TR/vocab-dcat/
The URL of the downloadable file in a given format. E.g. CSV file or RDF file. The format is indicated by the distribution's dct:format and/or dcat:mediaType.
has domain
Distributionc
has range
resourcec

executesop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#executes

A relation between a run and an implemantation that is being executed during the run.
has super-properties
top object property

hadRoleop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#hadRole

The function of an entity or agent with respect to another entity or resource.
has domain
Relationshipc or attribution
has range
Rolec

has access policyop back to ToC or Object Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#hasAccessPolicy

has domain
contractc
has range
Policyc
To define the relation between the Contract and the associated Policy.

has consumer i dop back to ToC or Object Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#hasConsumerID

has domain
contractc
has range
organization
A unique ID for the Consumer (instance of an organisation)

has contractop back to ToC or Object Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#hasContract

has domain
modelc
has range
contractc
To define the relation between model and the contract associated with it.

has contract descriptionop back to ToC or Object Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#hasContractDescription

has domain
contractc
has range
documentc
Every Contract has a description stating its purpose and scope.

has incentive descriptionop back to ToC or Object Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#hasIncentiveDescription

has domain
contractc
has range
documentc
A relation between Contract and its incentive description.

has intended useop back to ToC or Object Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#hasIntendedUse

has domain
contractc
has range
documentc

has outputop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#hasOutput

A relation between a run and either a model or model evaluation that is produced on it’s output.

has owner i dop back to ToC or Object Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#hasOwnerID

has domain
contractc
has range
organization

has provider i dop back to ToC or Object Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#hasProviderID

has domain
contractc
has range
software agent

has qualityop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#hasQuality

A relation between entities and their various characteristics.

has query descriptionop back to ToC or Object Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#hasQueryDescription

has domain
queryc
has range
implementationc

hasHyperParameterop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#hasHyperParameter

A relation between an implementation of a machine learning algorithm and its hyperparameter.
has super-properties
top object property

hasInputop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#hasInput

A relation between a run and data that is taken as input to the run.
has super-properties
top object property

hasPartop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#hasPart

A relation which represents a part-whole relationship holding between an entity and its part.

homepageop back to ToC or Object Property ToC

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

This axiom needed so that Protege loads DCAT2 without errors.

implementsop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#implements

A relation between an information entity and a specification that it conforms to.

landing pageop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#landingPage

is defined by
http://www.w3.org/TR/vocab-dcat/
A Web page that can be navigated to in a Web browser to gain access to the catalog, a dataset, its distributions and/or additional information.
has super-properties
pageop
has range
documentc

licensed byop back to ToC or Object Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#LicensedBy

has domain
contractc
has range
License Documentc

media typeop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#mediaType

has domain
Distributionc
is also defined as
annotation property

packaging formatop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#packageFormat

has domain
Distributionc
is also defined as
annotation property

primary topicop back to ToC or Object Property ToC

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

This axiom needed so that Protege loads DCAT2 without errors.

qualified relationop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#qualifiedRelation

Link to a description of a relationship with another resource.
has domain
Catalogued resourcec
has range
Relationshipc

realizesop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#realizes

A relation between a run and an algorithm, where the run realizes specifications formulated by the algorithm.
has super-properties
top object property

recordop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#record

is defined by
http://www.w3.org/TR/vocab-dcat/
A record describing the registration of a single dataset or data service that is part of the catalog.
has domain
Catalogc
has range
Catalog Recordc

serves datasetop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#servesDataset

A collection of data that this DataService can distribute.
has domain
Data servicec
has range
Datasetc

serviceop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#service

has super-properties
memberop
has domain
Catalogc
is also defined as
annotation property

service end-pointop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#endpointURL

The root location or primary endpoint of the service (a web-resolvable IRI).
has domain
Data servicec
has range
resourcec

specified byop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/mls#specifiedBy

A relation between an entity and the information content entity that specifies it.

theme taxonomyop back to ToC or Object Property ToC

IRI: http://www.w3.org/ns/dcat#themeTaxonomy

is defined by
http://www.w3.org/TR/vocab-dcat/
The knowledge organization system (KOS) used to classify catalog's datasets.
has domain
Catalogc
has range
resourcec

Data Properties

Alternative Titledp back to ToC or Data Property ToC

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

has super-properties
Titledp
is also defined as
annotation property, named individual

Bibliographic Citationdp back to ToC or Data Property ToC

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

has super-properties
Identifierdp
is also defined as
annotation property, named individual

bounding boxdp back to ToC or Data Property ToC

IRI: http://www.w3.org/ns/dcat#bbox

has domain
Locationc
has range
literal

byte sizedp back to ToC or Data Property ToC

IRI: http://www.w3.org/ns/dcat#byteSize

is defined by
http://www.w3.org/TR/vocab-dcat/
The size of a distribution in bytes.
has domain
Distributionc
has range
literal

centroiddp back to ToC or Data Property ToC

IRI: http://www.w3.org/ns/dcat#centroid

has domain
Locationc
has range
literal

Date Accepteddp back to ToC or Data Property ToC

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

has super-properties
Datedp
is also defined as
annotation property, named individual

Date Availabledp back to ToC or Data Property ToC

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

has super-properties
Datedp
is also defined as
annotation property, named individual

Date Copyrighteddp back to ToC or Data Property ToC

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

has super-properties
Datedp
is also defined as
annotation property, named individual

Date Createddp back to ToC or Data Property ToC

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

has super-properties
Datedp
is also defined as
annotation property, named individual

Date Issueddp back to ToC or Data Property ToC

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

has super-properties
Datedp
is also defined as
annotation property, named individual

Date Modifieddp back to ToC or Data Property ToC

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

has super-properties
Datedp
is also defined as
annotation property, named individual

Date Submitteddp back to ToC or Data Property ToC

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

has super-properties
Datedp
is also defined as
annotation property, named individual

Date Validdp back to ToC or Data Property ToC

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

has super-properties
Datedp
is also defined as
annotation property, named individual

end datedp back to ToC or Data Property ToC

IRI: http://www.w3.org/ns/dcat#endDate

has domain
Period of Timec
has range
literal

geografisk opløsning (meter)dp back to ToC or Data Property ToC

IRI: http://www.w3.org/ns/dcat#spatialResolutionInMeters

mindste geografiske afstand som kan erkendes i et datasæt, målt i meter.
has range
decimal

has i ddp back to ToC or Data Property ToC

IRI: https://www.cords.ie/ontologies/cordsml#hasID

has domain
queryc
has range
literal

Identifierdp back to ToC or Data Property ToC

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

has sub-properties
Bibliographic Citationdp
has domain
organization
software agent
is also defined as
annotation property, named individual

start datedp back to ToC or Data Property ToC

IRI: http://www.w3.org/ns/dcat#startDate

has domain
Period of Timec
has range
literal

temporal resolutiondp back to ToC or Data Property ToC

IRI: http://www.w3.org/ns/dcat#temporalResolution

minimum time period resolvable in a dataset.
has range
duration

Named Individuals

Agentni back to ToC or Named Individual ToC

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

belongs to
Agent Classc
is also defined as
class

consumerni back to ToC or Named Individual ToC

IRI: https://www.cords.ie/ontologies/cordsml#Consumer

belongs to
organization

dcatni back to ToC or Named Individual ToC

IRI: http://www.w3.org/ns/dcat

has facts
Date Modifieddp "2019"
Date Modifieddp "2012-04-24"^^date
Date Modifieddp "2013-09-20"^^date
Date Modifieddp "2013-11-28"^^date
Date Modifieddp "2017-12-19"^^date
Date Modifieddp "2020-11-30"^^date
Date Modifieddp "2021-09-14"^^date

DCMI Type Vocabularyni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
The set of classes specified by the DCMI Type Vocabulary, used to categorize the nature or genre of the resource.
belongs to
vocabulary encoding schemec
has facts
Date Issueddp "2000-07-11"^^date

DDCni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
The set of conceptual resources specified by the Dewey Decimal Classification.
belongs to
vocabulary encoding schemec
has facts
Date Issueddp "2000-07-11"^^date

IMTni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
The set of media types specified by the Internet Assigned Numbers Authority.
belongs to
vocabulary encoding schemec
has facts
Date Issueddp "2000-07-11"^^date

Instructional Methodni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
A process, used to engender knowledge, attitudes and skills, that the described resource is designed to support.
has facts
Date Issueddp "2005-06-13"^^date

LCCni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
The set of conceptual resources specified by the Library of Congress Classification.
belongs to
vocabulary encoding schemec
has facts
Date Issueddp "2000-07-11"^^date

LCSHni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
The set of labeled concepts specified by the Library of Congress Subject Headings.
belongs to
vocabulary encoding schemec
has facts
Date Issueddp "2000-07-11"^^date

MeSHni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
The set of labeled concepts specified by the Medical Subject Headings.
belongs to
vocabulary encoding schemec
has facts
Date Issueddp "2000-07-11"^^date

NLMni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
The set of conceptual resources specified by the National Library of Medicine Classification.
belongs to
vocabulary encoding schemec
has facts
Date Issueddp "2005-06-13"^^date

ownerni back to ToC or Named Individual ToC

IRI: https://www.cords.ie/ontologies/cordsml#Owner

belongs to
organization

Provenanceni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
A statement of any changes in ownership and custody of the resource since its creation that are significant for its authenticity, integrity, and interpretation.
has facts
Date Issueddp "2004-09-20"^^date

providerni back to ToC or Named Individual ToC

IRI: https://www.cords.ie/ontologies/cordsml#Provider

belongs to
software agent

Rights Holderni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
A person or organization owning or managing rights over the resource.
has facts
Date Issueddp "2004-06-14"^^date

terms:ni back to ToC or Named Individual ToC

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

has facts
Date Modifieddp "2012-06-14"^^date
Titledp "DCMI Metadata Terms - other"@en

TGNni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
The set of places specified by the Getty Thesaurus of Geographic Names.
belongs to
vocabulary encoding schemec
has facts
Date Issueddp "2000-07-11"^^date

UDCni back to ToC or Named Individual ToC

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

is defined by
http://purl.org/dc/terms/
The set of conceptual resources specified by the Universal Decimal Classification.
belongs to
vocabulary encoding schemec
has facts
Date Issueddp "2000-07-11"^^date

Annotation Properties

Abstractap back to ToC or Annotation Property ToC

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

has super-properties
Descriptionap
Descriptionap
is also defined as
named individual

Access Rightsap back to ToC or Annotation Property ToC

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

has super-properties
Rightsap
Rightsap
is also defined as
named individual

Accrual Methodap back to ToC or Annotation Property ToC

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

has domain
collection
is also defined as
named individual

Accrual Periodicityap back to ToC or Annotation Property ToC

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

has domain
collection
is also defined as
named individual

Accrual Policyap back to ToC or Annotation Property ToC

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

has domain
collection
is also defined as
named individual

affiliationap back to ToC or Annotation Property ToC

IRI: http://schema.org/affiliation

Alternative Titleap back to ToC or Annotation Property ToC

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

has super-properties
Titleap
has range
literal
is also defined as
data property, named individual

Audienceap back to ToC or Annotation Property ToC

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

has sub-properties
Audience Education Levelap, Mediatorap
is also defined as
named individual

Audience Education Levelap back to ToC or Annotation Property ToC

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

has super-properties
Audienceap
is also defined as
named individual

Bibliographic Citationap back to ToC or Annotation Property ToC

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

has super-properties
Identifierap
has range
literal
is also defined as
data property, named individual

catalogap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/ns/dcat#catalog

has super-properties
Has Partap
has range
Catalogc
is also defined as
object property

compression formatap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/ns/dcat#compressFormat

has super-properties
Formatap
has range
Media Typec
is also defined as
object property

Conforms Toap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Contributorap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/contributor

is defined by
http://purl.org/dc/elements/1.1/
An entity responsible for making contributions to the resource.
has sub-properties
Contributorap

Contributorap back to ToC or Annotation Property ToC

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

has super-properties
Contributorap
has sub-properties
Creatorap
is also defined as
named individual

Coverageap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/coverage

is defined by
http://purl.org/dc/elements/1.1/
The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant.
has sub-properties
Coverageap, Spatial Coverageap, Temporal Coverageap

Coverageap back to ToC or Annotation Property ToC

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

has super-properties
Coverageap
has sub-properties
Spatial Coverageap, Temporal Coverageap
is also defined as
named individual

Creatorap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/creator

is defined by
http://purl.org/dc/elements/1.1/
An entity primarily responsible for making the resource.
has sub-properties
Creatorap

Creatorap back to ToC or Annotation Property ToC

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

has super-properties
Creatorap
Contributorap
is also defined as
named individual

datasetap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/ns/dcat#dataset

has super-properties
Has Partap
has range
Datasetc
is also defined as
object property

Dateap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/date

is defined by
http://purl.org/dc/elements/1.1/
A point or period of time associated with an event in the lifecycle of the resource.

Dateap back to ToC or Annotation Property ToC

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

has super-properties
Dateap
has range
literal
is also defined as
data property, named individual

Date Acceptedap back to ToC or Annotation Property ToC

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

has super-properties
Dateap
has range
literal
is also defined as
data property, named individual

Date Availableap back to ToC or Annotation Property ToC

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

has super-properties
Dateap
has range
literal
is also defined as
data property, named individual

Date Copyrightedap back to ToC or Annotation Property ToC

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

has super-properties
Dateap
has range
literal
is also defined as
data property, named individual

Date Createdap back to ToC or Annotation Property ToC

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

has super-properties
Dateap
has range
literal
is also defined as
data property, named individual

Date Issuedap back to ToC or Annotation Property ToC

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

has super-properties
Dateap
has range
literal
is also defined as
data property, named individual

Date Modifiedap back to ToC or Annotation Property ToC

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

has super-properties
Dateap
has range
literal
is also defined as
data property, named individual

Date Submittedap back to ToC or Annotation Property ToC

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

has super-properties
Dateap
has range
literal
is also defined as
data property, named individual

Date Validap back to ToC or Annotation Property ToC

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

has super-properties
Dateap
has range
literal
is also defined as
data property, named individual

default languageap back to ToC or Annotation Property ToC

IRI: http://protege.stanford.edu/plugins/owl/protege#defaultLanguage

Descriptionap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/description

is defined by
http://purl.org/dc/elements/1.1/
An account of the resource.
has sub-properties
Abstractap, Descriptionap, Table Of Contentsap

Descriptionap back to ToC or Annotation Property ToC

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

has super-properties
Descriptionap
has sub-properties
Abstractap, Table Of Contentsap
is also defined as
named individual

distributionap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/ns/dcat#distribution

has super-properties
Relationap
has range
Distributionc
is also defined as
object property

domain includesap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/dcam/domainIncludes

Extentap back to ToC or Annotation Property ToC

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

has super-properties
Formatap
Formatap
is also defined as
named individual

Formatap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/format

is defined by
http://purl.org/dc/elements/1.1/
The file format, physical medium, or dimensions of the resource.
has sub-properties
Extentap, Formatap, Mediumap

Formatap back to ToC or Annotation Property ToC

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

has super-properties
Formatap
has sub-properties
Extentap, Mediumap, compression formatap, media typeap, packaging formatap
is also defined as
named individual

Has Formatap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Has Partap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
has sub-properties
catalogap, datasetap, serviceap
is also defined as
named individual

Has Versionap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Identifierap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/identifier

is defined by
http://purl.org/dc/elements/1.1/
An unambiguous reference to the resource within a given context.
has sub-properties
Bibliographic Citationap, Identifierap

Identifierap back to ToC or Annotation Property ToC

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

has super-properties
Identifierap
has range
literal
is also defined as
data property, named individual

Is Format Ofap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Is Part Ofap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Is Referenced Byap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Is Replaced Byap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Is Required Byap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Is Version Ofap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

keywordap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/ns/dcat#keyword

has super-properties
Subjectap
has range
literal
is also defined as
data property

Languageap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/language

is defined by
http://purl.org/dc/elements/1.1/
A language of the resource.
has sub-properties
Languageap

Languageap back to ToC or Annotation Property ToC

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

has super-properties
Languageap
is also defined as
named individual

Licenseap back to ToC or Annotation Property ToC

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

has super-properties
Rightsap
Rightsap
is also defined as
named individual

makerap back to ToC or Annotation Property ToC

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

media typeap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/ns/dcat#mediaType

has super-properties
Formatap
has range
Media Typec
is also defined as
object property

Mediatorap back to ToC or Annotation Property ToC

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

has super-properties
Audienceap
is also defined as
named individual

Mediumap back to ToC or Annotation Property ToC

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

has super-properties
Formatap
Formatap
is also defined as
named individual

nameap back to ToC or Annotation Property ToC

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

noteap back to ToC or Annotation Property ToC

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

packaging formatap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/ns/dcat#packageFormat

has super-properties
Formatap
has range
Media Typec
is also defined as
object property

Publisherap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/publisher

is defined by
http://purl.org/dc/elements/1.1/
An entity responsible for making the resource available.
has sub-properties
Publisherap

Publisherap back to ToC or Annotation Property ToC

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

has super-properties
Publisherap
is also defined as
named individual

range includesap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/dcam/rangeIncludes

range includesap back to ToC or Annotation Property ToC

IRI: http://schema.org/rangeIncludes

Referencesap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Relationap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/relation

is defined by
http://purl.org/dc/elements/1.1/
A related resource.

Relationap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
has sub-properties
Conforms Toap, Has Formatap, Has Partap, Has Versionap, Is Format Ofap, Is Part Ofap, Is Referenced Byap, Is Replaced Byap, Is Required Byap, Is Version Ofap, Referencesap, Replacesap, Requiresap, Sourceap, distributionap
is also defined as
named individual

Replacesap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Requiresap back to ToC or Annotation Property ToC

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

has super-properties
Relationap
Relationap
is also defined as
named individual

Rightsap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/rights

is defined by
http://purl.org/dc/elements/1.1/
Information about rights held in and over the resource.
has sub-properties
Access Rightsap, Licenseap, Rightsap

Rightsap back to ToC or Annotation Property ToC

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

has super-properties
Rightsap
has sub-properties
Access Rightsap, Licenseap
is also defined as
named individual

serviceap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/ns/dcat#service

has super-properties
Has Partap
has range
Data servicec
is also defined as
object property

Sourceap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/source

is defined by
http://purl.org/dc/elements/1.1/
A related resource from which the described resource is derived.
has sub-properties
Sourceap

Sourceap back to ToC or Annotation Property ToC

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

has super-properties
Sourceap
Relationap
is also defined as
named individual

Spatial Coverageap back to ToC or Annotation Property ToC

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

has super-properties
Coverageap
Coverageap
is also defined as
named individual

Subjectap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/subject

is defined by
http://purl.org/dc/elements/1.1/
The topic of the resource.
has sub-properties
Subjectap

Subjectap back to ToC or Annotation Property ToC

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

has super-properties
Subjectap
has sub-properties
keywordap, themeap
is also defined as
named individual

Table Of Contentsap back to ToC or Annotation Property ToC

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

has super-properties
Descriptionap
Descriptionap
is also defined as
named individual

Temporal Coverageap back to ToC or Annotation Property ToC

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

has super-properties
Coverageap
Coverageap
is also defined as
named individual

themeap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/ns/dcat#theme

has super-properties
Subjectap
has range
concept
is also defined as
object property, data property

Titleap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/title

is defined by
http://purl.org/dc/elements/1.1/
A name given to the resource.
has sub-properties
Alternative Titleap, Titleap

Titleap back to ToC or Annotation Property ToC

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

has super-properties
Titleap
has range
literal
is also defined as
data property, named individual

Typeap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/elements/1.1/type

is defined by
http://purl.org/dc/elements/1.1/
The nature or genre of the resource.
has sub-properties
Typeap

Typeap back to ToC or Annotation Property ToC

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

has super-properties
Typeap
is also defined as
named individual

work info homepageap back to ToC or Annotation Property ToC

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

Namespace Declarations back to ToC

default namespace
https://www.cords.ie/ontologies/cordsml#
8-curricula
http://www.imati.cnr.it/index.php/people/8-curricula/
aboutdcmi
http://purl.org/dc/aboutdcmi#
all
http://www.w3.org/People/all#
data
http://www.w3.org/data#
dc
http://purl.org/dc/elements/1.1/
dcam
http://purl.org/dc/dcam/
dcat
http://www.w3.org/ns/dcat#
dcmitype
http://purl.org/dc/dcmitype/
foaf
http://xmlns.com/foaf/0.1/
foaf-rdf
http://philarcher.org/foaf.rdf#
iso639-2
http://lcweb.loc.gov/standards/iso639-2/
lcco
http://lcweb.loc.gov/catdir/cpso/lcco/
makxdekkers-rdf
http://makxdekkers.com/makxdekkers.rdf#
mesh
http://www.nlm.nih.gov/mesh/
mls
http://www.w3.org/ns/mls#
ns
http://www.w3.org/ns/
ontologies
https://www.cords.ie/ontologies/
orcid-org
https://orcid.org/
owl
http://www.w3.org/2002/07/owl#
protege
http://protege.stanford.edu/plugins/owl/protege#
prov
http://www.w3.org/ns/prov#
rdf
http://www.w3.org/1999/02/22-rdf-syntax-ns#
rdfs
http://www.w3.org/2000/01/rdf-schema#
rfc
http://www.ietf.org/rfc/
schema
http://schema.org/
skos
http://www.w3.org/2004/02/skos/core#
terms
http://purl.org/dc/terms/
tgn
http://www.getty.edu/research/tools/vocabulary/tgn/
tr
http://www.w3.org/TR/
xsd
http://www.w3.org/2001/XMLSchema#

This HTML document was obtained by processing the OWL ontology source code through LODE, Live OWL Documentation Environment, developed by Silvio Peroni .