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From Data to Knowledge to Discoveries: Artificial Intelligence and Scientific Workflows
16 references·6 citing·38 second hop
From Data to Knowledge to Discoveries: Artificial Intelligence and Scientific Workflows (2009)From Data to Knowledge to Discoveries: Ar…Wings for Pegasus: creating large-scale scientific applications using semantic representations of computational workflows (2007)Wings for Pegasus: creating l…The Triana Workflow Environment: Architecture and Applications (2007)The Triana Workflow Environme…myExperiment (2007)myExperimentExamining the Challenges of Scientific Workflows (2007)Examining the Challenges of S…Taverna: a tool for building and running workflows of services (2006)Taverna: a tool for building …Science in an exponential world (2006)Science in an exponential wor…Taverna: lessons in creating a workflow environment for the life sciences (2005)Taverna: lessons in creating …Scientific workflow management and the Kepler system (2005)Scientific workflow managemen…Organizing Business Knowledge: The MIT Process Handbook (2003)Organizing Business Knowledge…Collaborative Discovery in a Scientific Domain (1997)Collaborative Discovery in a …Distributed cognition in an airline cockpit (1996)Distributed cognition in an a…How a Cockpit Remembers Its Speeds (1995)How a Cockpit Remembers Its S…Process modeling (1992)Process modelingScientific Discovery: Computational Explorations of the Creative Processes (1987)Scientific Discovery: Computa…Human acquisition of concepts for sequential patterns. (1963)Human acquisition of concepts…National Science Board (1952)National Science BoardWorkflow Reuse in Practice: A Study of Neuroimaging Pipeline Users (2014)Workflow Reuse in Practice: A…Designing a road map for geoscience workflows (2012)Designing a road map for geos…Contextualization of Scientific Workflows (2011)Contextualization of Scientif…Acquiring Adaptation Cases for Scientific Workflows (2011)Acquiring Adaptation Cases fo…A Framework for Efficient Data Analytics through Automatic Configuration and Customization of Scientific Workflows (2011)A Framework for Efficient Dat…Assisting Scientists with Complex Data Analysis Tasks through Semantic Workflows. (2010)Assisting Scientists with Com…How To Do Things With Words (1975)Vygotsky and the Social Formation of Mind (1987)Distributed Cognition: An Alternative Framework for Analysing and Explaining Collaborative Working (1994)Fostering knowledge construction in university students through asynchronous discussion groups (2004)The Metaconversation: The Recursive Property of Language as a Key to Organizing (2004)Workflow Management (2002)Workflow Patterns (2003)Provenance and scientific workflows (2008)FireWorks: a dynamic workflow system designed for high‐throughput applications (2015)Human Problem Solving (1972)Images of Organization (1986)Plans and Situated Actions: The Problem of Human-Machine Communication (1990)The Intellectual Challenge of CSCW: The Gap Between Social Requirements and Technical Feasibility (2000)Investigating School Leadership Practice: A Distributed Perspective (2001)Towards a theory of leadership practice: a distributed perspective (2004)Workflows For E-Science: Scientific Workflows For Grids (2007)Data Management Challenges of Data-Intensive Scientific Workflows (2008)The Open Provenance Model: An Overview (2008)GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)Taverna: a tool for the composition and enactment of bioinformatics workflows (2004)Characterization of scientific workflows (2008)The iPlant Collaborative: Cyberinfrastructure for Plant Biology (2011)The Taverna workflow suite: designing and executing workflows of Web Services on the desktop, web or in the cloud (2013)Activity labeling in process modeling: Empirical insights and recommendations (2009)Capturing variability in business process models: the Provop approach (2009)Knowledge Worker Roles and Actions—Results of Two Empirical Studies (2011)Provenance for Computational Tasks: A Survey (2008)The design and realisation of the Virtual Research Environment for social sharing of workflows (2008)A survey on provenance: What for? What form? What from? (2017)Creativity syndrome: Integration, application, and innovation. (1988)Design and natural science research on information technology (1995)RETRACTED ARTICLE: The Nature of Creativity (2006)An exploration towards a production theory and its application to construction (2000)THE LAST PLANNER SYSTEM OF PRODUCTION CONTROL (2000)Research Commentary: Information Systems and Conceptual Modeling—A Research Agenda (2002)Trends in Global Higher Education: Tracking an Academic Revolution (2010)Rethinking Giftedness and Gifted Education (2011)Active learning increases student performance in science, engineering, and mathematics (2014)
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References

  • 1995How a Cockpit Remembers Its Speeds1,877 cited
  • 2005Scientific workflow management and the Kepler system1,681 cited
  • 1992Process modeling1,632 cited
  • 2006Taverna: a tool for building and running workflows of services944 cited
  • 1987Scientific Discovery: Computational Explorations of the Creative Processes802 cited
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  • 1996Distributed cognition in an airline cockpit654 cited
  • 1952National Science Board580 cited
  • 2007Examining the Challenges of Scientific Workflows517 cited
  • 2003Organizing Business Knowledge: The MIT Process Handbook476 cited
  • 1963Human acquisition of concepts for sequential patterns.403 cited
  • 1997Collaborative Discovery in a Scientific Domain316 cited
  • 2007The Triana Workflow Environment: Architecture and Applications240 cited
  • 2006Science in an exponential world240 cited
  • 2007Wings for Pegasus: creating large-scale scientific applications using semantic representations of computational workflows123 cited
  • 2007myExperiment

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121 cited

Cited by

  • 2011A Framework for Efficient Data Analytics through Automatic Configuration and Customization of Scientific Workflows17 cited
  • 2010Assisting Scientists with Complex Data Analysis Tasks through Semantic Workflows.17 cited
  • 2011Contextualization of Scientific Workflows14 cited
  • 2014Workflow Reuse in Practice: A Study of Neuroimaging Pipeline Users14 cited
  • 2012Designing a road map for geoscience workflows11 cited
  • 2011Acquiring Adaptation Cases for Scientific Workflows9 cited