DQM-Vocabulary Primer

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== Purpose and Usage of the DQM-Vocabulary ==
 
== Purpose and Usage of the DQM-Vocabulary ==
The DQM-Vocabulary was created to support data quality management acitivities in [[Wikipedia:Semantic Web|Semantic Web]] architectures. It's major stregth is the ability to represent data requirements, i.e. quality-relevant expectations on data, so that computers can interpret the requirements and take further actions. Among other things, the DQM-Vocabulary enables the following core-features:
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The DQM-Vocabulary was created to support [[Data Quality]] management acitivities in [[Wikipedia:Semantic Web|Semantic Web]] architectures. It's major stregth is the ability to represent [[Data Requirements]], i.e. quality-relevant expectations on data, so that computers can interpret the requirements and take further actions. Among other things, the DQM-Vocabulary enables the following core-features:
  
* Automated creation of problem reports and data quality scores based on data requirements
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* Automated creation of problem reports and [[Data Quality]] scores based on [[Data Requirements]]
* Automated consistency checks between data requirements
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* Automated consistency checks between [[Data Requirements]]
* Exchange of data quality information and data requirements on web-scale
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* Exchange of [[Data Quality]] information and [[Data Requirements]] on web-scale
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:::'''''[http://www.slideshare.net/cfuerber/towards-a-vocabulary-for-data-quality-management-in-semantic-web-architectures Slideshare Presentation on DQM-Vocabulary]'''''<br />
  
 
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== Quick Start ==
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== Expressing Your Own Data Requirements ==
 
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* [[Create Data Requirements]]
 
* [[Create Data Requirements]]
* [[Generate Problem and Score Annotations]]
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* [[Requirement Metadata]]
* [[Generate Problem Reports]]
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* [[Generate Data Quality Score Reports]]
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== Examples ==
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== Consuming DQM-Vocabulary Data ==
* [[Creating Data Requirements]]
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* [[Usage of DQM-Vocab as OWL DL or OWL Full]]
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== Querying the DQM-Vocabulary ==
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* [[Data Quality Monitoring Reports]]
 
* [[Data Quality Monitoring Reports]]
 
* [[Data Quality Assessment Reports]]
 
* [[Data Quality Assessment Reports]]
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== Data Quality Knowledge Management==
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* [[Generate Problem Annotations]]
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* [[Generate Score Annotations]]
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* [[Data Requirements Consistency Checks]]
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== Data Quality Management Vocabulary ==
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* [http://purl.org/dqm-vocabulary/v1/dqm Latest Technical Specification of DQM-Vocabulary]
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* [http://semwebquality.org/dqm-vocabulary/v1/dqm.owl Latest DQM-Vocabulary in OWL]
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== See also ==
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* What is [[Data Quality]]?
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* [[Data Requirements]]
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* [[Quality Perception in Information Systems]]
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== References ==
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'''Fürber, Christian and Hepp, Martin''': [http://www.fuerber.com/publications/Fuerber-Hepp-Towards%20a%20vocabulary%20for%20dqm.pdf Towards a Vocabulary for Data Quality Management in Semantic Web Architectures], Proceedings of the 1st International Workshop on Linked Web Data Management (LWDM2011), Uppsala, Sweden, March 25, 2011.

Latest revision as of 13:03, 21 October 2011

Contents

Purpose and Usage of the DQM-Vocabulary

The DQM-Vocabulary was created to support Data Quality management acitivities in Semantic Web architectures. It's major stregth is the ability to represent Data Requirements, i.e. quality-relevant expectations on data, so that computers can interpret the requirements and take further actions. Among other things, the DQM-Vocabulary enables the following core-features:


Slideshare Presentation on DQM-Vocabulary

Expressing Your Own Data Requirements

Consuming DQM-Vocabulary Data

Data Quality Knowledge Management

Data Quality Management Vocabulary

See also

References

Fürber, Christian and Hepp, Martin: Towards a Vocabulary for Data Quality Management in Semantic Web Architectures, Proceedings of the 1st International Workshop on Linked Web Data Management (LWDM2011), Uppsala, Sweden, March 25, 2011.

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