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Class: AiDataAggregationBias

Bias that occurs from aggregating data covering different groups of

objects that might have different statistical distributions which

introduce bias into the data used to train AI systems

URI: ai:DataAggregationBias

 classDiagram
    class AiDataAggregationBias
    click AiDataAggregationBias href "../AiDataAggregationBias/"
      AiDataBias <|-- AiDataAggregationBias
        click AiDataBias href "../AiDataBias/"

Inheritance

Class Properties

Property Value
Class URI ai:DataAggregationBias

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • DataAggregationBias
  • Data Aggregation Bias

Identifier and Mapping Information

Annotations

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

Schema Source

Mappings

Mapping Type Mapped Value
self ai:DataAggregationBias
native ai:AiDataAggregationBias
exact dpv_ai:DataAggregationBias, dpv_ai_owl:DataAggregationBias

LinkML Source

Direct

name: AiDataAggregationBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#DataAggregationBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs from aggregating data covering different groups of

  objects that might have different statistical distributions which

  introduce bias into the data used to train AI systems'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- DataAggregationBias
- Data Aggregation Bias
exact_mappings:
- dpv_ai:DataAggregationBias
- dpv_ai_owl:DataAggregationBias
is_a: AiDataBias
class_uri: ai:DataAggregationBias

Induced

name: AiDataAggregationBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#DataAggregationBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs from aggregating data covering different groups of

  objects that might have different statistical distributions which

  introduce bias into the data used to train AI systems'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- DataAggregationBias
- Data Aggregation Bias
exact_mappings:
- dpv_ai:DataAggregationBias
- dpv_ai_owl:DataAggregationBias
is_a: AiDataBias
class_uri: ai:DataAggregationBias