ACM Computing Surveys (CSUR)
Recommending and evaluating choices in a virtual community of use
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Objects, components, and frameworks with UML: the catalysis approach
Objects, components, and frameworks with UML: the catalysis approach
UML components: a simple process for specifying component-based software
UML components: a simple process for specifying component-based software
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Component-based product line engineering with UML
Component-based product line engineering with UML
Component Software: Beyond Object-Oriented Programming
Component Software: Beyond Object-Oriented Programming
Large-Scale, Component Based Development
Large-Scale, Component Based Development
Component-based workflow systems development
Decision Support Systems
Scientific workflow management and the Kepler system: Research Articles
Concurrency and Computation: Practice & Experience - Workflow in Grid Systems
Tackling the Provenance Challenge one layer at a time
Concurrency and Computation: Practice & Experience - The First Provenance Challenge
Experiment Line: Software Reuse in Scientific Workflows
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
TaPP'12 Proceedings of the 4th USENIX conference on Theory and Practice of Provenance
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With the popularity of scientific workflow management systems (WfMS), workflow specifications are becoming available. Provenance support in WfMS can help reusing third party code. Browsing can be done through queries instead of ad-hoc search on the Web. Finding dependencies among programs or services through provenance queries, without tool support, is not a trivial task. Due to the huge number of program versions available and their configuration parameters, this task may be heavily error prone and counterproductive. In this work we propose a recommendation service that aims at suggesting frequent combinations of scientific programs for reuse. Our recommendation service is designed to work over WfMS that provide provenance on workflow specification and execution logs. We have based our service on software components reuse and data mining techniques, and implemented a prototype with Vistrails WfMS.