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Scientific workflows for bibliometrics.

Arzu Tugce Guler1, Cathelijn J F Waaijer2, Magnus Palmblad1

  • 1Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands.

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|April 29, 2016
PubMed
Summary
This summary is machine-generated.

Scientific workflows, particularly using the Taverna workbench, offer powerful tools for bibliometric analysis. This approach streamlines multi-step data analysis and integrates specialized R packages for enhanced insights.

Keywords:
BibliometricsMass spectrometryMedicinal chemistryRScientific workflowsTavernaXML

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Area of Science:

  • Bibliometrics and Scientometrics
  • Computational Social Science
  • Information Science

Background:

  • Scientific workflows facilitate the integration of diverse software tools for complex data analysis.
  • Reusability is a key feature, with platforms like myExperiment enabling workflow sharing.
  • Bibliometrics and scientometrics involve analyzing scientific literature and research impact.

Purpose of the Study:

  • To demonstrate the application of scientific workflows, specifically the Taverna workbench, in bibliometric and scientometric research.
  • To highlight Taverna's capabilities for automating data import, extraction, and analysis in bibliometrics.

Main Methods:

  • Utilizing the Taverna workbench for constructing and executing scientific workflows.
  • Leveraging Web services for automated data import.
  • Employing XML and XPaths for data extraction.
  • Integrating statistical analysis and visualization capabilities of the R programming language.

Main Results:

  • Taverna enables efficient, multi-step data processing for bibliometric tasks.
  • Integration with R packages allows for advanced bibliometric analysis and visualization.
  • Demonstrated practical examples of Taverna's utility in bibliometrics and scientometrics.

Conclusions:

  • The Taverna workbench is a powerful and versatile tool for bibliometric and scientometric research.
  • Scientific workflows enhance the reproducibility and efficiency of bibliometric analyses.
  • Taverna facilitates the integration of specialized tools, advancing the field of bibliometrics.