Skip to content

Class: RiskDataBias

Bias that occurs when data properties that if unaddressed lead to

systems that perform better or worse for different groups

URI: risk:DataBias

 classDiagram
    class RiskDataBias
    click RiskDataBias href "../RiskDataBias/"
      PotentialConsequence <|-- RiskDataBias
        click PotentialConsequence href "../PotentialConsequence/"
      PotentialRisk <|-- RiskDataBias
        click PotentialRisk href "../PotentialRisk/"
      PotentialRiskSource <|-- RiskDataBias
        click PotentialRiskSource href "../PotentialRiskSource/"
      RiskDataRisk <|-- RiskDataBias
        click RiskDataRisk href "../RiskDataRisk/"
      Bias <|-- RiskDataBias
        click Bias href "../Bias/"


      RiskDataBias <|-- DataProcessingBias
        click DataProcessingBias href "../DataProcessingBias/"
      RiskDataBias <|-- RiskDataAggregationBias
        click RiskDataAggregationBias href "../RiskDataAggregationBias/"
      RiskDataBias <|-- RiskInformativenessBias
        click RiskInformativenessBias href "../RiskInformativenessBias/"
      RiskDataBias <|-- SimpsonsParadoxBias
        click SimpsonsParadoxBias href "../SimpsonsParadoxBias/"
      RiskDataBias <|-- StatisticalBias
        click StatisticalBias href "../StatisticalBias/"

Inheritance

Class Properties

Property Value
Class URI risk:DataBias

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • DataBias
  • Data Bias

Identifier and Mapping Information

Annotations

property value
dct_source ISO/IEC 24027:2021
upstream_iri https://w3id.org/dpv/risk/owl#DataBias
dpv_extension_slug risk

Schema Source

Mappings

Mapping Type Mapped Value
self risk:DataBias
native risk:RiskDataBias
exact dpv_risk:DataBias, dpv_risk_owl:DataBias

LinkML Source

Direct

name: RiskDataBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/risk/owl#DataBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: risk
description: 'Bias that occurs when data properties that if unaddressed lead to

  systems that perform better or worse for different groups'
in_subset:
- risk_risk_taxonomy_subset
- risk_subset
from_schema: https://w3id.org/lmodel/dpv/risk
aliases:
- DataBias
- Data Bias
exact_mappings:
- dpv_risk:DataBias
- dpv_risk_owl:DataBias
is_a: Bias
mixins:
- PotentialConsequence
- PotentialRisk
- PotentialRiskSource
- RiskDataRisk
class_uri: risk:DataBias

Induced

name: RiskDataBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/risk/owl#DataBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: risk
description: 'Bias that occurs when data properties that if unaddressed lead to

  systems that perform better or worse for different groups'
in_subset:
- risk_risk_taxonomy_subset
- risk_subset
from_schema: https://w3id.org/lmodel/dpv/risk
aliases:
- DataBias
- Data Bias
exact_mappings:
- dpv_risk:DataBias
- dpv_risk_owl:DataBias
is_a: Bias
mixins:
- PotentialConsequence
- PotentialRisk
- PotentialRiskSource
- RiskDataRisk
class_uri: risk:DataBias