Class: Inference

Act of deriving conclusions, predictions or recommendations from a model or knowledge base (Clause 3.1.17).

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

      Inference : aliases

      Inference : clause_reference

      Inference : description

      Inference : id

      Inference : inference_strategy

      Inference : name

      Inference : over_model





        Inference --> "0..1" AIModel : over_model
        click AIModel href "../AIModel/"



      Inference : performed_by





        Inference --> "0..1" InferenceEngine : performed_by
        click InferenceEngine href "../InferenceEngine/"



      Inference : preferred_label

      Inference : produced_output

      Inference : see_also_uri

Inheritance

NamedEntity
- Inference

Slots

Name	Cardinality and Range	Description	Inheritance
inference_strategy	0..1 String	Strategy used (forward-chaining, backward-chaining, probabilistic, neural for...	direct
performed_by	0..1 InferenceEngine	Engine that performed the inference	direct
over_model	0..1 AIModel	Model over which the inference was performed	direct
produced_output	0..1 String	Serialised representation of the inference output	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

In Subsets

AiFunctionalView

Identifier and Mapping Information

Schema Source

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

Mappings

Mapping Type	Mapped Value
self	iso22989:Inference
native	iso22989:Inference

LinkML Source

Direct

name: Inference
description: Act of deriving conclusions, predictions or recommendations from a model
  or knowledge base (Clause 3.1.17).
in_subset:
- ai_functional_view
from_schema: https://w3id.org/lmodel/iso22989
is_a: NamedEntity
attributes:
  inference_strategy:
    name: inference_strategy
    description: Strategy used (forward-chaining, backward-chaining, probabilistic,
      neural forward pass).
    from_schema: https://w3id.org/lmodel/iso22989
    domain_of:
    - InferenceEngine
    - Inference
    range: string
  performed_by:
    name: performed_by
    description: Engine that performed the inference.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - Inference
    range: InferenceEngine
    inlined: false
  over_model:
    name: over_model
    description: Model over which the inference was performed.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - Inference
    range: AIModel
    inlined: false
  produced_output:
    name: produced_output
    description: Serialised representation of the inference output.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - Inference
    range: string

Induced

name: Inference
description: Act of deriving conclusions, predictions or recommendations from a model
  or knowledge base (Clause 3.1.17).
in_subset:
- ai_functional_view
from_schema: https://w3id.org/lmodel/iso22989
is_a: NamedEntity
attributes:
  inference_strategy:
    name: inference_strategy
    description: Strategy used (forward-chaining, backward-chaining, probabilistic,
      neural forward pass).
    from_schema: https://w3id.org/lmodel/iso22989
    owner: Inference
    domain_of:
    - InferenceEngine
    - Inference
    range: string
  performed_by:
    name: performed_by
    description: Engine that performed the inference.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: Inference
    domain_of:
    - Inference
    range: InferenceEngine
    inlined: false
  over_model:
    name: over_model
    description: Model over which the inference was performed.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: Inference
    domain_of:
    - Inference
    range: AIModel
    inlined: false
  produced_output:
    name: produced_output
    description: Serialised representation of the inference output.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: Inference
    domain_of:
    - Inference
    range: string
  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: Inference
    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: Inference
    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: Inference
    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: Inference
    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: Inference
    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: Inference
    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: Inference
    domain_of:
    - NamedEntity
    range: uriorcurie
    multivalued: true