Data provenance graphs are form of metadata that can be used to establish a variety of properties of data products that undergo sequences of transformations, typically specified as workflows. Their usefulness for answering user provenance queries is limited, however, unless the graphs are enhanced with domain-specific annotations. In this paper we propose a model and architecture for semantic, domain-aware provenance, and demonstrate its usefulness in answering typical user queries. Furthermore, we discuss the additional benefits and the technical implications of publishing provenance graphs as a form of Linked Data. A prototype implementation of the model is available for data produced by the Taverna workflow system
We present a practical approach for provenance capturing in Data-Intensive workflow system...
As digital objects become increasingly important in people's lives, people may need to understand th...
Data management is growing in complexity as large-scale applications take advantage of the loosely c...
Data provenance graphs are form of metadata that can be used to establish a variety of properties of...
Data provenance graphs are form of metadata that can be used to establish a variety of properties of...
Data provenance graphs are form of metadata that can be used to establish a variety of properties of...
Abstract. Data provenance graphs are form of metadata that can be used to establish a variety of pro...
The Open Provenance Architecture (OPA) approach to the challenge was distinct in several regards. In...
In this article, the authors provide an example workflowand a simple classification of user question...
Taverna is a workflow workbench developed as part of the UK's myGrid project. Taverna's provenance m...
The open world of the (Semantic) Web is a global information space offering diverse materials of dis...
Provenance is critically important for scientific workflow systems, as it allows users to verify dat...
In this article, the authors provide an example workflow-and a simple classification of user questio...
Provenance tracking for Linked Data requires the identification of Linked Data resources. Annotating...
In many application areas like e-science and data-warehousing detailed information about the origin ...
We present a practical approach for provenance capturing in Data-Intensive workflow system...
As digital objects become increasingly important in people's lives, people may need to understand th...
Data management is growing in complexity as large-scale applications take advantage of the loosely c...
Data provenance graphs are form of metadata that can be used to establish a variety of properties of...
Data provenance graphs are form of metadata that can be used to establish a variety of properties of...
Data provenance graphs are form of metadata that can be used to establish a variety of properties of...
Abstract. Data provenance graphs are form of metadata that can be used to establish a variety of pro...
The Open Provenance Architecture (OPA) approach to the challenge was distinct in several regards. In...
In this article, the authors provide an example workflowand a simple classification of user question...
Taverna is a workflow workbench developed as part of the UK's myGrid project. Taverna's provenance m...
The open world of the (Semantic) Web is a global information space offering diverse materials of dis...
Provenance is critically important for scientific workflow systems, as it allows users to verify dat...
In this article, the authors provide an example workflow-and a simple classification of user questio...
Provenance tracking for Linked Data requires the identification of Linked Data resources. Annotating...
In many application areas like e-science and data-warehousing detailed information about the origin ...
We present a practical approach for provenance capturing in Data-Intensive workflow system...
As digital objects become increasingly important in people's lives, people may need to understand th...
Data management is growing in complexity as large-scale applications take advantage of the loosely c...