Introducing the Data Quality Vocabulary (DQV)

Year: 2021
Title: Introducing the Data Quality Vocabulary (DQV)
Abstract: Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format.
Objectives: To provide a consistent means for potential users to judge a dataset's fitness for purpose by standardizing how quality information (metrics, measurements) is provided.
Methodology: W3C standardization process; development of an RDF vocabulary, defining concepts like dqv:Metric and dqv:Dimension.
Algorithm Used: N/A (Vocabulary Definition)
Top Model: DQV Vocabulary
Accuracy: N/A (Standard)
Advantages: Ensures interoperability and standardized reporting of quality assessment results across heterogeneous tools and datasets.
Drawbacks: DQV is purely a descriptive framework; it does not perform assessment or define a single, formal definition of quality.
Source: https://www.w3.org/TR/vocab-dqv/ Edit

Criteria (15)

Name Description Definitions
Accuracy Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Completeness Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Consistency Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Credibility Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Currentness Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Accessibility Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Compliance Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Confidentiality Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Efficiency Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Precision Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Traceability Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Understandability Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Availability Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Portability Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
Recoverability Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
  • Quality dimension from Introducing the Data Quality Vocabulary (DQV) (2021)
  • Defines the W3C standardized vocabulary for describing quality metadata in a machine-readable format. (2021)
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