Add to ORKGAddressing the Provenance Challenge using ZOOM ZOOM*UserViews presents a model of provenance for scientific workflows that is simple, generic, and yet sufficiently expressive to answer questions of data and step provenance that have been encountered in a large variety of scientific case studies. In addition, ZOOM builds on the concept of composite step-classes – or sub-workflows – which is present in many scientific workflow systems to develop a notion of user views. This paper discusses the design and implementation of ZOOM in the context of the queries posed by the provenance challenge, and shows how user views affect the level of granularity at which provenance information can be seen and reasoned about
The provenance of a data product contains information about how the product was derived, and is cruc...
Data provenance is key to understanding and interpreting the results of scientific experiments. This...
Many curated databases are constructed by scientists integrating various existing data sources. Mos...
ZOOM*UserViews presents a model of provenance for scientific workflows that is simple, generic, and ...
Abstract—An increasing number of scientific workflow systems are providing support for the automated...
Abstract — Workflow systems have become increasingly popu-lar for managing experiments where many bi...
The automated tracking and storage of provenance information promises to be a major advantage of sci...
Scientific experiments are becoming increasingly large and complex, with a commensurate increase in ...
Within computer science, the term provenance has multiple meanings, due to different motivations, pe...
Abstract: Workflows are increasingly used in science to manage complex computations and data proces...
Abstract. This paper presents Provenance Explorer, a secure provenance visualization tool, designed ...
Scientific experiments are becoming increasingly large and complex, with a commensurate increase in ...
We present PBase, a scientific workflow provenance repository that supports declarative graph querie...
Many scientists are using workflows to systematically design and run computational experiments. Once...
Scientists can facilitate data intensive applications to study and understand the behavior of a comp...
The provenance of a data product contains information about how the product was derived, and is cruc...
Data provenance is key to understanding and interpreting the results of scientific experiments. This...
Many curated databases are constructed by scientists integrating various existing data sources. Mos...
ZOOM*UserViews presents a model of provenance for scientific workflows that is simple, generic, and ...
Abstract—An increasing number of scientific workflow systems are providing support for the automated...
Abstract — Workflow systems have become increasingly popu-lar for managing experiments where many bi...
The automated tracking and storage of provenance information promises to be a major advantage of sci...
Scientific experiments are becoming increasingly large and complex, with a commensurate increase in ...
Within computer science, the term provenance has multiple meanings, due to different motivations, pe...
Abstract: Workflows are increasingly used in science to manage complex computations and data proces...
Abstract. This paper presents Provenance Explorer, a secure provenance visualization tool, designed ...
Scientific experiments are becoming increasingly large and complex, with a commensurate increase in ...
We present PBase, a scientific workflow provenance repository that supports declarative graph querie...
Many scientists are using workflows to systematically design and run computational experiments. Once...
Scientists can facilitate data intensive applications to study and understand the behavior of a comp...
The provenance of a data product contains information about how the product was derived, and is cruc...
Data provenance is key to understanding and interpreting the results of scientific experiments. This...
Many curated databases are constructed by scientists integrating various existing data sources. Mos...