DQM-Vocabulary Primer
From SemWebQuality.org
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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 | + | 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]] |
| − | + | * Automated consistency checks between [[Data Requirements]] | |
| − | * Exchange of | + | * Exchange of [[Data Quality]] information and [[Data Requirements]] on web-scale |
| − | + | <br /> | |
| − | + | :::'''''[http://www.slideshare.net/cfuerber/towards-a-vocabulary-for-data-quality-management-in-semantic-web-architectures Slideshare Presentation on DQM-Vocabulary]'''''<br /> | |
| + | {{#widget:SlideShare | ||
| + | |doc=dqm-vocabularyv1-0-110325125708-phpapp02 | ||
| + | |width=425 | ||
| + | |height=348 | ||
| + | }} | ||
| + | == Expressing Your Own Data Requirements == | ||
| + | * [[Create Data Requirements]] | ||
| + | * [[Requirement Metadata]] | ||
| − | == | + | == Consuming DQM-Vocabulary Data == |
| − | + | ||
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* [[Data Quality Monitoring Reports]] | * [[Data Quality Monitoring Reports]] | ||
* [[Data Quality Assessment Reports]] | * [[Data Quality Assessment Reports]] | ||
| + | |||
| + | == Data Quality Knowledge Management== | ||
| + | * [[Generate Problem Annotations]] | ||
| + | * [[Generate Score Annotations]] | ||
| + | * [[Data Requirements Consistency Checks]] | ||
| + | |||
| + | == Data Quality Management Vocabulary == | ||
| + | * [http://purl.org/dqm-vocabulary/v1/dqm Latest Technical Specification of DQM-Vocabulary] | ||
| + | * [http://semwebquality.org/dqm-vocabulary/v1/dqm.owl Latest DQM-Vocabulary in OWL] | ||
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| + | == See also == | ||
| + | * What is [[Data Quality]]? | ||
| + | * [[Data Requirements]] | ||
| + | * [[Quality Perception in Information Systems]] | ||
| + | |||
| + | == References == | ||
| + | '''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:
- Automated creation of problem reports and Data Quality scores based on Data Requirements
- Automated consistency checks between Data Requirements
- Exchange of Data Quality information and Data Requirements on web-scale
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.
