This paper presents an extension to the W3C PROV1 provenance model, aimed at representing process structure. Although the modelling of process structure is out of the scope of the PROV specification, it is beneficial when capturing and analyzing the provenance of data that is produced by programs or other formally encoded processes. In the paper, we motivate the need for such and extended model in the context of an ongoing large data federation and preservation project, DataONE2, where provenance traces of scientific workflow runs are captured and stored alongside the data products. We introduce new provenance relations for modelling process structure along with their usage patterns, and present sample queries that demonstrate their benefit...
Provenance models are crucial for describing experimental results in science. The W3C Provenance Wor...
Scientific workflow systems are increasingly used to automate com-plex data analyses, largely due to...
Provenance generated by different workflow systems is generally expressed using different formats. T...
This paper presents an extension to the W3C PROV1 provenance model, aimed at representing process st...
This paper presents an extension to the W3C PROV provenance model, aimed at representing process str...
Scientific workflows are commonly used to model and execute large-scale scientific experiments. They...
Provenance, a form of structured metadata designed to record the origin or source of information, ca...
We show how two models of provenance can work together to answer basic questions about data provenan...
Workflow provenance is a crucial part of a workflow system as it enables data lineage analysis, erro...
Integrated provenance support promises to be a chief advantage of scientific workflow systems over s...
International audiencePROV has been adopted by a number of workflow systems for encoding the traces ...
When two communicating processes each record their own provenance, what extra information needs to b...
The automation of data analysis in the form of scientific workflows is a widely adopted practice in ...
Background: The automation of data analysis in the form of scientific workflows has become a widely ...
International audienceSHARP is a Linked Data approach for harmonizing cross-workflow provenance. In ...
Provenance models are crucial for describing experimental results in science. The W3C Provenance Wor...
Scientific workflow systems are increasingly used to automate com-plex data analyses, largely due to...
Provenance generated by different workflow systems is generally expressed using different formats. T...
This paper presents an extension to the W3C PROV1 provenance model, aimed at representing process st...
This paper presents an extension to the W3C PROV provenance model, aimed at representing process str...
Scientific workflows are commonly used to model and execute large-scale scientific experiments. They...
Provenance, a form of structured metadata designed to record the origin or source of information, ca...
We show how two models of provenance can work together to answer basic questions about data provenan...
Workflow provenance is a crucial part of a workflow system as it enables data lineage analysis, erro...
Integrated provenance support promises to be a chief advantage of scientific workflow systems over s...
International audiencePROV has been adopted by a number of workflow systems for encoding the traces ...
When two communicating processes each record their own provenance, what extra information needs to b...
The automation of data analysis in the form of scientific workflows is a widely adopted practice in ...
Background: The automation of data analysis in the form of scientific workflows has become a widely ...
International audienceSHARP is a Linked Data approach for harmonizing cross-workflow provenance. In ...
Provenance models are crucial for describing experimental results in science. The W3C Provenance Wor...
Scientific workflow systems are increasingly used to automate com-plex data analyses, largely due to...
Provenance generated by different workflow systems is generally expressed using different formats. T...