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Taxonomy

This will be represented in a programmatic format, but to start is written in this file. These categories were derived from original discussion here. Note that a piece of software that ultimately might not be considered research software (e.g., our Linux or git examples) can still be classified here, as it is incidentally used for research.

Software to directly conduct research -> Domain specific software:

  • Domain-specific hardware (e.g., software for physics to control lab equipment)
  • Domain-specific optimized software (e.g., neuroscience software optimized for GPU)
  • Domain-specific analysis software (e.g., SPM, fsl, afni for neuroscience)

Software to directly conduct research -> General software:

  • Numerical libraries (includes optimization, statistics, simulation, e.g., numpy)
  • Data collection (e.g., web-based experiments or portals)
  • Visualization (interfaces to interact with, understand, and see data, plotting tools)

Software to support research -> Explicitly for research:

  • Interactive development environments for research (e.g., Matlab, Jupyter)
  • Workflow managers
  • Provenance and metadata collection tools

Software to support research -> Used for research, but not explicitly for it

  • Databases
  • Application programming interfaces
  • Frameworks (to generate documentation, content management systems, etc.)

Software to support research -> Incidentally used for research (not considered RSEng software)

  • Operating Systems
  • Scheduling and task management (for people)
  • Version Control
  • Text Editors
  • Communication/collaboration tools or platforms (e.g., email, slack, journals, etc.)