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Class: Deidentification

Is it possible to identify individuals (i.e., one or more natural persons), either directly or indirectly (i.e., in combination with other data) from the dataset?

URI: data_sheets_schema:Deidentification

erDiagram Deidentification { stringList description string id string name } Software { string version string license string url string id string name string description } Deidentification ||--}o Software : "used_software"

Inheritance

Slots

Name Cardinality and Range Description Inheritance
description 0..*
String		 direct
used_software 0..*
Software		 What software was used as part of this dataset property? DatasetProperty
id 1..1
String		 the unique name of the dataset NamedThing
name 0..1
String		 NamedThing

Usages

used by used in type used
Dataset is_deidentified range Deidentification
DataSubset is_deidentified range Deidentification

Identifier and Mapping Information

Schema Source

  • from schema: https://w3id.org/bridge2ai/data-sheets-schema

Mappings

Mapping Type Mapped Value
self data_sheets_schema:Deidentification
native data_sheets_schema:Deidentification

LinkML Source

Direct

name: Deidentification
description: Is it possible to identify individuals (i.e., one or more natural persons),
  either directly or indirectly (i.e., in combination with other data) from the dataset?
in_subset:
- Composition
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  description:
    name: description
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    multivalued: true
    range: string

Induced

name: Deidentification
description: Is it possible to identify individuals (i.e., one or more natural persons),
  either directly or indirectly (i.e., in combination with other data) from the dataset?
in_subset:
- Composition
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  description:
    name: description
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    multivalued: true
    alias: description
    owner: Deidentification
    domain_of:
    - NamedThing
    - Information
    - Relationships
    - Splits
    - DataAnomaly
    - Confidentiality
    - Deidentification
    - SensitiveElement
    - InstanceAcquisition
    - CollectionMechanism
    - DataCollector
    - CollectionTimeframe
    - EthicalReview
    - DirectCollection
    - CollectionNotification
    - CollectionConsent
    - ConsentRevocation
    - DataProtectionImpact
    - PreprocessingStrategy
    - CleaningStrategy
    - LabelingStrategy
    - RawData
    - ExistingUse
    - UseRepository
    - OtherTask
    - FutureUseImpact
    - DiscouragedUse
    - ThirdPartySharing
    - DistributionFormat
    - DistributionDate
    - LicenseAndUseTerms
    - IPRestrictions
    - ExportControlRegulatoryRestrictions
    - Maintainer
    - Erratum
    - UpdatePlan
    - RetentionLimits
    - VersionAccess
    - ExtensionMechanism
    range: string
  used_software:
    name: used_software
    description: What software was used as part of this dataset property?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: used_software
    owner: Deidentification
    domain_of:
    - DatasetProperty
    range: Software
  id:
    name: id
    description: the unique name of the dataset
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - schema:name
    rank: 1000
    slot_uri: dcterms:identifier
    identifier: true
    alias: id
    owner: Deidentification
    domain_of:
    - NamedThing
    - Information
    range: string
    required: true
  name:
    name: name
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: schema:name
    alias: name
    owner: Deidentification
    domain_of:
    - NamedThing
    range: string