Class: RiskConcept
An umbrella term for referring to risk, risk source, consequence and impact.
URI: airo:RiskConcept
classDiagram
class RiskConcept
click RiskConcept href "../RiskConcept/"
Concept <|-- RiskConcept
click Concept href "../Concept/"
RiskConcept <|-- RiskControlGroup
click RiskControlGroup href "../RiskControlGroup/"
RiskConcept <|-- RiskGroup
click RiskGroup href "../RiskGroup/"
RiskConcept <|-- Risk
click Risk href "../Risk/"
RiskConcept <|-- RiskControl
click RiskControl href "../RiskControl/"
RiskConcept <|-- RiskIncident
click RiskIncident href "../RiskIncident/"
RiskConcept <|-- Impact
click Impact href "../Impact/"
RiskConcept : broad_mappings
RiskConcept --> "*" Any : broad_mappings
click Any href "../Any/"
RiskConcept : close_mappings
RiskConcept --> "*" Any : close_mappings
click Any href "../Any/"
RiskConcept : dateCreated
RiskConcept : dateModified
RiskConcept : description
RiskConcept : exact_mappings
RiskConcept --> "*" Any : exact_mappings
click Any href "../Any/"
RiskConcept : hasDocumentation
RiskConcept --> "*" Documentation : hasDocumentation
click Documentation href "../Documentation/"
RiskConcept : id
RiskConcept : isCategorizedAs
RiskConcept --> "*" Any : isCategorizedAs
click Any href "../Any/"
RiskConcept : isDefinedByTaxonomy
RiskConcept --> "0..1" Taxonomy : isDefinedByTaxonomy
click Taxonomy href "../Taxonomy/"
RiskConcept : isDetectedBy
RiskConcept --> "*" RiskControl : isDetectedBy
click RiskControl href "../RiskControl/"
RiskConcept : name
RiskConcept : narrow_mappings
RiskConcept --> "*" Any : narrow_mappings
click Any href "../Any/"
RiskConcept : related_mappings
RiskConcept --> "*" Any : related_mappings
click Any href "../Any/"
RiskConcept : type
RiskConcept : url
Inheritance
Slots
| Name | Cardinality and Range | Description | Inheritance |
|---|---|---|---|
| isDetectedBy | * RiskControl |
A relationship where a risk, risk source, consequence, or impact is detected ... | direct |
| isDefinedByTaxonomy | 0..1 Taxonomy |
A relationship where a concept or a concept group is defined by a taxonomy | Concept |
| hasDocumentation | * Documentation |
Indicates documentation associated with an entity | Concept |
| type | 0..1 String |
Concept | |
| id | 1 String |
A unique identifier to this instance of the model element | Entity |
| name | 0..1 String |
A text name of this instance | Entity |
| description | 0..1 String |
The description of an entity | Entity |
| url | 0..1 Uri |
An optional URL associated with this instance | Entity |
| dateCreated | 0..1 Date |
The date on which the entity was created | Entity |
| dateModified | 0..1 Date |
The date on which the entity was most recently modified | Entity |
| exact_mappings | * Any |
The property is used to link two concepts, indicating a high degree of confid... | Entity |
| close_mappings | * Any |
The property is used to link two concepts that are sufficiently similar that ... | Entity |
| related_mappings | * Any |
The property skos:relatedMatch is used to state an associative mapping link b... | Entity |
| narrow_mappings | * Any |
The property is used to state a hierarchical mapping link between two concept... | Entity |
| broad_mappings | * Any |
The property is used to state a hierarchical mapping link between two concept... | Entity |
| isCategorizedAs | * Any |
A relationship where an entity has been deemed to be categorized | Entity |
Mixin Usage
| mixed into | description |
|---|---|
| RiskControlGroup | A group of AI system related risk controls |
| RiskGroup | A group of AI system related risks that are part of a risk taxonomy |
| Risk | The state of uncertainty associated with an AI system, that has the potential... |
| RiskControl | A measure that maintains and/or modifies risk (and risk concepts) |
| RiskIncident | An event occuring or occured which is a realised or materialised risk |
| Impact |
Usages
Identifier and Mapping Information
Schema Source
- from schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
Mappings
| Mapping Type | Mapped Value |
|---|---|
| self | airo:RiskConcept |
| native | nexus:RiskConcept |
LinkML Source
Direct
```yaml
name: RiskConcept
description: An umbrella term for referring to risk, risk source, consequence and
impact.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Concept
mixin: true
slots:
- isDetectedBy
class_uri: airo:RiskConcept
````
Induced
```yaml
name: RiskConcept
description: An umbrella term for referring to risk, risk source, consequence and
impact.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: Concept
mixin: true
attributes:
isDetectedBy:
name: isDetectedBy
description: A relationship where a risk, risk source, consequence, or impact
is detected by a risk control.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
domain: RiskConcept
alias: isDetectedBy
owner: RiskConcept
domain_of:
- RiskConcept
inverse: detectsRiskConcept
range: RiskControl
multivalued: true
inlined: false
isDefinedByTaxonomy:
name: isDefinedByTaxonomy
description: A relationship where a concept or a concept group is defined by a
taxonomy
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:isPartOf
alias: isDefinedByTaxonomy
owner: RiskConcept
domain_of:
- Concept
- Control
- Group
- Entry
- Policy
- Rule
- RiskControlGroup
- RiskGroup
- Risk
- RiskControl
- Action
- RiskIncident
- Stakeholder
- StakeholderGroup
- CapabilityGroup
- Requirement
range: Taxonomy
hasDocumentation:
name: hasDocumentation
description: Indicates documentation associated with an entity.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: airo:hasDocumentation
alias: hasDocumentation
owner: RiskConcept
domain_of:
- Dataset
- Vocabulary
- Taxonomy
- Concept
- Group
- Entry
- Term
- Principle
- RiskTaxonomy
- RiskControlGroupTaxonomy
- Action
- BaseAi
- LargeLanguageModelFamily
- AiEval
- BenchmarkMetadataCard
- Adapter
- LLMIntrinsic
range: Documentation
multivalued: true
inlined: false
type:
name: type
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/common
designates_type: true
alias: type
owner: RiskConcept
domain_of:
- Vocabulary
- Taxonomy
- Concept
- Control
- Group
- Entry
- Policy
- Rule
- Permission
- Prohibition
- Obligation
- Recommendation
- Certification
- ControlActivity
- ControlActivityPermission
- ControlActivityProhibition
- ControlActivityObligation
- ControlActivityRecommendation
- Requirement
range: string
id:
name: id
description: A unique identifier to this instance of the model element. Example
identifiers include UUID, URI, URN, etc.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:identifier
identifier: true
alias: id
owner: RiskConcept
domain_of:
- Entity
range: string
required: true
name:
name: name
description: A text name of this instance.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:name
alias: name
owner: RiskConcept
domain_of:
- Entity
- BenchmarkMetadataCard
range: string
description:
name: description
description: The description of an entity
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:description
alias: description
owner: RiskConcept
domain_of:
- Entity
range: string
url:
name: url
description: An optional URL associated with this instance.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:url
alias: url
owner: RiskConcept
domain_of:
- Entity
range: uri
dateCreated:
name: dateCreated
description: The date on which the entity was created.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:dateCreated
alias: dateCreated
owner: RiskConcept
domain_of:
- Entity
range: date
required: false
dateModified:
name: dateModified
description: The date on which the entity was most recently modified.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: schema:dateModified
alias: dateModified
owner: RiskConcept
domain_of:
- Entity
range: date
required: false
exact_mappings:
name: exact_mappings
description: The property is used to link two concepts, indicating a high degree
of confidence that the concepts can be used interchangeably across a wide range
of information retrieval applications
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:exactMatch
alias: exact_mappings
owner: RiskConcept
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
close_mappings:
name: close_mappings
description: The property is used to link two concepts that are sufficiently similar
that they can be used interchangeably in some information retrieval applications.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:closeMatch
alias: close_mappings
owner: RiskConcept
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
related_mappings:
name: related_mappings
description: The property skos:relatedMatch is used to state an associative mapping
link between two concepts.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:relatedMatch
alias: related_mappings
owner: RiskConcept
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
narrow_mappings:
name: narrow_mappings
description: The property is used to state a hierarchical mapping link between
two concepts, indicating that the concept linked to, is a narrower concept than
the originating concept.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:narrowMatch
alias: narrow_mappings
owner: RiskConcept
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
broad_mappings:
name: broad_mappings
description: The property is used to state a hierarchical mapping link between
two concepts, indicating that the concept linked to, is a broader concept than
the originating concept.
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: skos:broadMatch
alias: broad_mappings
owner: RiskConcept
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
isCategorizedAs:
name: isCategorizedAs
description: A relationship where an entity has been deemed to be categorized
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
rank: 1000
slot_uri: nexus:isCategorizedAs
alias: isCategorizedAs
owner: RiskConcept
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
class_uri: airo:RiskConcept
````