Data Quality Vocabulary Specification
- This version
- http://purl.org/data-quality/20180501
- Latest version
- http://purl.org/data-quality
- Date
- 2018-05-01
- Author
-
Franz-Benjamin Mocnik
Copyright by Franz-Benjamin Mocnik, 2015–2018
Table of contents
- Introduction
- The Vocabulary at a Glance
- Cross-Reference for the Classes and Properties
- Vocabulary
- Measures
- Datasets
- Results
- Data Quality Aspects
- Groundings
- Contexts
- Conditions
- Changes of the Document
Introduction
This ontology describes measures, their properties, and their interrelationships. In the context of this ontology, we define a measure as a mapping from datasets to numbers. Such measures and their results gain a meaning if we know what they represent. The result might, however, only be meaningful in a certain context or setting. This ontology describes how such contexts and settings relate to measures, and how different measures mutually relate by such settings.
The Vocabulary at a Glance
Cross-reference for the Classes and Properties
Classes
Individuals
Properties
Vocabulary
Measures
class
dq:measure
PAPER
property
dq:api
- domain
- dq:measure
- range
- xsd:anyURI
property
dq:documentedBy
- domain
- dq:measure
- range
- foaf:Person
property
dq:implementedBy
- domain
- dq:measure
- range
- foaf:Person
property
dq:maximumResult
PAPER
- domain
- dq:measure
- range
- xsd:double
property
dq:minimumResult
PAPER
- domain
- dq:measure
- range
- xsd:double
property
dq:validInContext
PAPER
- domain
- dq:measure
- range
- dq:context
subclass
dq:dataQualityMeasure
PAPER
- subClassOf
- dq:measure
Datasets
Results
Data Quality Aspects
class
dq:dataQualityAspect
Groundings
class
dq:grounding
individual
dq:extrinsicDataBasedGrounding
- typeOf
- dq:grounding
individual
dq:extrinsicGroundingInProcessedData
- typeOf
- dq:grounding
individual
dq:extrinsicGroundingInRulesPatternsKnowledge
- typeOf
- dq:grounding
individual
dq:extrinsicPerceptionBasedGrounding
- typeOf
- dq:grounding
individual
dq:intrinsicDataBasedGrounding
- typeOf
- dq:grounding
individual
dq:intrinsicGroundingInProcessedData
- typeOf
- dq:grounding
individual
dq:intrinsicGroundingInRulesPatternsKnowledge
- typeOf
- dq:grounding
Contexts
Conditions
class
dq:conditionOperator
Changes in the Document
- 2018-05-01
- initial version