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.</p
In this article, the authors provide an example workflow-and a simple classification of user questio...
Provenance is critically important for scientific workflow systems, as it allows users to verify dat...
The open world of the (Semantic) Web is a global information space offering diverse materials of dis...
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...
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...
The open provenance architecture approach to the challenge was distinct in several regards. In parti...
In this article, the authors provide an example workflowand a simple classification of user question...
In this article, the authors provide an example workflowand a simple classification of user question...
In this article, the authors provide an example workflowand a simple classification of user question...
In this article, the authors provide an example workflowand a simple classification of user question...
In this article, the authors provide an example workflow-and a simple classification of user questio...
Provenance is critically important for scientific workflow systems, as it allows users to verify dat...
The open world of the (Semantic) Web is a global information space offering diverse materials of dis...
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...
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...
The open provenance architecture approach to the challenge was distinct in several regards. In parti...
In this article, the authors provide an example workflowand a simple classification of user question...
In this article, the authors provide an example workflowand a simple classification of user question...
In this article, the authors provide an example workflowand a simple classification of user question...
In this article, the authors provide an example workflowand a simple classification of user question...
In this article, the authors provide an example workflow-and a simple classification of user questio...
Provenance is critically important for scientific workflow systems, as it allows users to verify dat...
The open world of the (Semantic) Web is a global information space offering diverse materials of dis...