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)