Class: DataProcess

Discrete data-handling process applied to a dataset during AI system development or operation (Clause 5.10).

 classDiagram
    class DataProcess
    click DataProcess href "../DataProcess/"
      NamedEntity <|-- DataProcess
        click NamedEntity href "../NamedEntity/"

      DataProcess : aliases

      DataProcess : clause_reference

      DataProcess : description

      DataProcess : executed_by





        DataProcess --> "0..1" AIStakeholderRole : executed_by
        click AIStakeholderRole href "../AIStakeholderRole/"



      DataProcess : id

      DataProcess : input_dataset





        DataProcess --> "0..1" Dataset : input_dataset
        click Dataset href "../Dataset/"



      DataProcess : name

      DataProcess : output_dataset





        DataProcess --> "0..1" Dataset : output_dataset
        click Dataset href "../Dataset/"



      DataProcess : parameters

      DataProcess : preferred_label

      DataProcess : process_type





        DataProcess --> "1" DataProcessType : process_type
        click DataProcessType href "../DataProcessType/"



      DataProcess : see_also_uri

Inheritance

NamedEntity
- DataProcess

Slots

Name	Cardinality and Range	Description	Inheritance
process_type	1 DataProcessType	Type of data-handling process performed	direct
input_dataset	0..1 Dataset	Dataset consumed by the process	direct
output_dataset	0..1 Dataset	Dataset produced by the process	direct
parameters	* String	Free-form parameters configuring the process	direct
executed_by	0..1 AIStakeholderRole	Stakeholder role that executed the process	direct
id	1 Uriorcurie	Unique CURIE or URI identifying the entity	NamedEntity
name	1 String	Human-readable label for the entity	NamedEntity
description	0..1 String	Free-text description of the entity (paraphrased; verbatim ISO text excluded)	NamedEntity
clause_reference	0..1 String	ISO/IEC 22989:2022 clause identifier (e	NamedEntity
aliases	* String	Alternative names or synonyms for the term	NamedEntity
preferred_label	0..1 String	Preferred natural-language label	NamedEntity
see_also_uri	* Uriorcurie	Pointers to related external resources or term records	NamedEntity

Usages

used by	used in	type	used
AISystem	data_processes	range	DataProcess
Dataset	data_processes_applied	range	DataProcess
AIConceptsCollection	data_processes	range	DataProcess

In Subsets

AiFunctionalView

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/lmodel/iso22989

Mappings

Mapping Type	Mapped Value
self	iso22989:DataProcess
native	iso22989:DataProcess
broad	gist_linkml:Event
related	iso29100:PIIProcessingActivity
close	nist_ai_100_1:AiSystemDimensionEnum#DATA_AND_INPUT

LinkML Source

Direct

name: DataProcess
description: Discrete data-handling process applied to a dataset during AI system
  development or operation (Clause 5.10).
in_subset:
- ai_functional_view
from_schema: https://w3id.org/lmodel/iso22989
close_mappings:
- nist_ai_100_1:AiSystemDimensionEnum#DATA_AND_INPUT
related_mappings:
- iso29100:PIIProcessingActivity
broad_mappings:
- gist_linkml:Event
is_a: NamedEntity
attributes:
  process_type:
    name: process_type
    description: Type of data-handling process performed.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - DataProcess
    range: DataProcessType
    required: true
  input_dataset:
    name: input_dataset
    description: Dataset consumed by the process.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - DataProcess
    range: Dataset
    inlined: false
  output_dataset:
    name: output_dataset
    description: Dataset produced by the process.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - DataProcess
    range: Dataset
    inlined: false
  parameters:
    name: parameters
    description: Free-form parameters configuring the process.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - DataProcess
    range: string
    multivalued: true
  executed_by:
    name: executed_by
    description: Stakeholder role that executed the process.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - DataProcess
    range: AIStakeholderRole
    inlined: false

Induced

name: DataProcess
description: Discrete data-handling process applied to a dataset during AI system
  development or operation (Clause 5.10).
in_subset:
- ai_functional_view
from_schema: https://w3id.org/lmodel/iso22989
close_mappings:
- nist_ai_100_1:AiSystemDimensionEnum#DATA_AND_INPUT
related_mappings:
- iso29100:PIIProcessingActivity
broad_mappings:
- gist_linkml:Event
is_a: NamedEntity
attributes:
  process_type:
    name: process_type
    description: Type of data-handling process performed.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: DataProcess
    domain_of:
    - DataProcess
    range: DataProcessType
    required: true
  input_dataset:
    name: input_dataset
    description: Dataset consumed by the process.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: DataProcess
    domain_of:
    - DataProcess
    range: Dataset
    inlined: false
  output_dataset:
    name: output_dataset
    description: Dataset produced by the process.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: DataProcess
    domain_of:
    - DataProcess
    range: Dataset
    inlined: false
  parameters:
    name: parameters
    description: Free-form parameters configuring the process.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: DataProcess
    domain_of:
    - DataProcess
    range: string
    multivalued: true
  executed_by:
    name: executed_by
    description: Stakeholder role that executed the process.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: DataProcess
    domain_of:
    - DataProcess
    range: AIStakeholderRole
    inlined: false
  id:
    name: id
    description: Unique CURIE or URI identifying the entity.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: dcterms:identifier
    identifier: true
    owner: DataProcess
    domain_of:
    - NamedEntity
    range: uriorcurie
    required: true
  name:
    name: name
    description: Human-readable label for the entity.
    from_schema: https://w3id.org/lmodel/iso22989
    exact_mappings:
    - dcterms:title
    - schema:name
    rank: 1000
    slot_uri: schema:name
    owner: DataProcess
    domain_of:
    - NamedEntity
    range: string
    required: true
  description:
    name: description
    description: Free-text description of the entity (paraphrased; verbatim ISO text
      excluded).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: dcterms:description
    owner: DataProcess
    domain_of:
    - NamedEntity
    range: string
  clause_reference:
    name: clause_reference
    description: ISO/IEC 22989:2022 clause identifier (e.g. "5.11.4") the element
      corresponds to.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: DataProcess
    domain_of:
    - NamedEntity
    - AutonomyAssessment
    - VerificationValidationFramework
    range: string
    pattern: ^[0-9]+(\.[0-9]+){0,3}$
  aliases:
    name: aliases
    description: Alternative names or synonyms for the term.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: skos:altLabel
    owner: DataProcess
    domain_of:
    - NamedEntity
    range: string
    multivalued: true
  preferred_label:
    name: preferred_label
    description: Preferred natural-language label.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: skos:prefLabel
    owner: DataProcess
    domain_of:
    - NamedEntity
    range: string
  see_also_uri:
    name: see_also_uri
    description: Pointers to related external resources or term records.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: rdfs:seeAlso
    owner: DataProcess
    domain_of:
    - NamedEntity
    range: uriorcurie
    multivalued: true