A validation-structure-based theory of plan modification and reuse
Artificial Intelligence
Planning and Learning by Analogical Reasoning
Planning and Learning by Analogical Reasoning
Exploiting Taxonomic and Causal Relations in Conversational Case Retrieval
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
A software framework for matchmaking based on semantic web technology
WWW '03 Proceedings of the 12th international conference on World Wide Web
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Provenance trails in the Wings-Pegasus system
Concurrency and Computation: Practice & Experience - The First Provenance Challenge
Special Issue: The First Provenance Challenge
Concurrency and Computation: Practice & Experience - The First Provenance Challenge
Deciding semantic matching of stateless services
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
Benchmarking workflow discovery: a case study from bioinformatics
Concurrency and Computation: Practice & Experience - Special Issue: 3rd International Workshop on Workflow Management and Applications in Grid Environments (WaGe2008)
Seven bottlenecks to workflow reuse and repurposing
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Review: interactive knowledge capture in the new millennium: How the semantic web changed everything
The Knowledge Engineering Review
Graph-based matching of composite OWL-S services
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
Towards case-based adaptation of workflows
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Retrieval of semantic workflows with knowledge intensive similarity measures
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
(Re)Use in public scientific workflow repositories
SSDBM'12 Proceedings of the 24th international conference on Scientific and Statistical Database Management
Similarity assessment and efficient retrieval of semantic workflows
Information Systems
Case-based adaptation of workflows
Information Systems
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Workflows are becoming an increasingly more common paradigm to manage scientific analyses. As workflow repositories start to emerge, workflow retrieval and discovery becomes a challenge. Studies have shown that scientists wish to discover workflows given properties of workflow data inputs, intermediate data products, and data results. However, workflows typically lack this information when contributed to a repository. Our work addresses this issue by augmenting workflow descriptions with constraints derived from properties about the workflow components used to process data as well as the data itself. An important feature of our approach is that it assumes that component and data properties are obtained from catalogs that are external to the workflow system, consistent with current architectures for computational science.