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Linking Prospective and Retrospective Provenance in Scripts
14 references·3 citing·37 second hop
Linking Prospective and Retrospective Provenance in Scripts (2016)Linking Prospective and Retrospective Pro…YesWorkflow: A User-Oriented, Language-Independent Tool for Recovering Workflow Information from Scripts (2015)YesWorkflow: A User-Oriented,…noWorkflow: Capturing and Analyzing Provenance of Scripts (2015)noWorkflow: Capturing and Ana…The PBase Scientific Workflow Provenance Repository (2014)The PBase Scientific Workflow…Small Is Beautiful: Summarizing Scientific Workflows Using Semantic Annotations (2013)Small Is Beautiful: Summarizi…ProvenanceCurious (2013)ProvenanceCuriousD-PROV: extending the PROV provenance model with workflow structure (2013)D-PROV: extending the PROV pr…Towards automated collection of application-level data provenance (2012)Towards automated collection …Automated Capture of Experiment Context for Easier Reproducibility in Computational Research (2012)Automated Capture of Experime…Prospective and Retrospective Provenance Collection in Scientific Workflow Environments (2010)Prospective and Retrospective…Querying and Managing Provenance through User Views in Scientific Workflows (2008)Querying and Managing Provena…Provenance for Computational Tasks: A Survey (2008)Provenance for Computational …Provenance and scientific workflows (2008)Provenance and scientific wor…A Python Library for Provenance Recording and Querying (2008)A Python Library for Provenan…Applying the Virtual Data Provenance Model (2006)Applying the Virtual Data Pro…Exploring Reproducibility and FAIR Principles in Data Science Using Ecological Niche Modeling as a Case Study (2019)Exploring Reproducibility and…Provenance Inference Techniques: Taxonomy, comparative analysis and design challenges (2018)Provenance Inference Techniqu…A Brief Tour Through Provenance in Scientific Workflows and Databases (2016)A Brief Tour Through Provenan…Chimera: a virtual data system for representing, querying, and automating data derivation (2002)Electronically Querying for the Provenance of Entities (2006)Managing Rapidly-Evolving Scientific Workflows (2006)Performance Evaluation of the Karma Provenance Framework for Scientific Workflows (2006)Efficient provenance storage over nested data collections (2009)Scientific workflow management and the Kepler system (2005)Taverna: a tool for building and running workflows of services (2006)Workflows and e-Science: An overview of workflow system features and capabilities (2008)Implementing interoperable provenance in biomedical research (2013)Abstract, link, publish, exploit: An end to end framework for workflow sharing (2017)A Survey on Collecting, Managing, and Analyzing Provenance from Scripts (2019)Bioconductor: open software development for computational biology and bioinformatics (2004)Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences (2010)noWorkflow (2017)Vamsa: Automated Provenance Tracking in Data Science Scripts (2020)Outlining Traceability: A Principle for Operationalizing Accountability in Computing Systems (2021)A survey of data provenance in e-science (2005)Taverna: lessons in creating a workflow environment for the life sciences (2005)A survey on provenance: What for? What form? What from? (2017)A Large-Scale Study About Quality and Reproducibility of Jupyter Notebooks (2019)Workflow mining: discovering process models from event logs (2004)Artifact-Centric Business Process Models: Brief Survey of Research Results and Challenges (2008)The Open Provenance Model: An Overview (2008)Replicability is not Reproducibility:Nor is it Good Science (2009)ReproZip: using provenance to support computational reproducibility (2013)Omics Pipe: a community-based framework for reproducible multi-omics data analysis (2015)Data Management Challenges of Data-Intensive Scientific Workflows (2008)dtoolAI: Reproducibility for Deep Learning (2020)Taverna: a tool for the composition and enactment of bioinformatics workflows (2004)Provenance for Generalized Map and Reduce Workflows (2011)Titian (2015)Titian: Data Provenance Support in Spark. (2015)Collecting and Analyzing Provenance on Interactive Notebooks: when IPython meets noWorkflow (2015)Tracking and Analyzing the Evolution of Provenance from Scripts (2016)Yin & Yang: Demonstrating Complementary Provenance from noWorkflow & YesWorkflow (2016)ReproZip (2016)Sustainable computational science: the ReScience initiative (2017)
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References

  • 2008Provenance for Computational Tasks: A Survey511 cited
  • 2008Provenance and scientific workflows470 cited
  • 2008Querying and Managing Provenance through User Views in Scientific Workflows130 cited
  • 2015noWorkflow: Capturing and Analyzing Provenance of Scripts129 cited
  • 2012Automated Capture of Experiment Context for Easier Reproducibility in Computational Research105 cited
  • 2015YesWorkflow: A User-Oriented, Language-Independent Tool for Recovering Workflow Information from Scripts103 cited
  • 2006Applying the Virtual Data Provenance Model73 cited
  • 2010Prospective and Retrospective Provenance Collection in Scientific Workflow Environments72 cited
  • 2013D-PROV: extending the PROV provenance model with workflow structure57 cited
  • 2012Towards automated collection of application-level data provenance36 cited
  • 2013Small Is Beautiful: Summarizing Scientific Workflows Using Semantic Annotations28 cited
  • 2014The PBase Scientific Workflow Provenance Repository25 cited
  • 2013ProvenanceCurious21 cited
  • 2008A Python Library for Provenance Recording and Querying17 cited

Cited by

  • 2016A Brief Tour Through Provenance in Scientific Workflows and Databases

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11 cited
  • 2019Exploring Reproducibility and FAIR Principles in Data Science Using Ecological Niche Modeling as a Case Study10 cited
  • 2018Provenance Inference Techniques: Taxonomy, comparative analysis and design challenges8 cited