• Data Ethics Literature Review

This is research project to survey academic literature, courses, and other materials related to ethics in data science.

Very much a work-in-progress.

We use semantic web technologies to chart:

• Courses in data ethics
• Texts in data ethics
• Relations between the above

• Goals

Goals of this research project include:

• production of a website to display a navigable collection of courses,
• production of a sample course syllabus

• Structure of this Repository

• ~/aoir-abstract/~: abstract for the project, for the AoIR conference.

• ~/data/~: the main graph data, in [[https://www.w3.org/TR/turtle/][Turtle]]-format [[https://en.wikipedia.org/wiki/Resource_Description_Framework][RDF]].

  • ~courseAndTexts.ttl~: the main data file
  • ~courses.ttl~: a subset of the above, missing bibliographic data
  • ~texts-hq.ttl~: just a turtle version of the bibliography.bib file in the root directory
  • ~texts~: graph data for texts, organized by course. Their format is {courseID}.{extension}.
  • ~txt~: our manually-extracted references, copy-pasted from the syllabi
  • ~bib~: bibtex files generated from those .txt files, using anystyle
  • ~ttl~: turtle files generated from the bibtex files, using toRDF.py

• ~/notes/~: an [[https://github.com/org-roam][org-roam]] [[https://en.wikipedia.org/wiki/Zettelkasten][Zettelkasten]], containing mostly hand-written notes for each source in the bibliography, and for additional concept notes, as needed.

• ~/papers~: contains PDFs of papers themselves, if available. Each paper should be named according to its bibliographic key. These may be withheld from the Git repository, for the moment.

• ~/turtleize/~: a set of Python scripts for generating the graph, manipulating the data, and visualizing it.

• ~bibliography.bib~: a BibLaTeX file containing a manually-collected bibliography

• Hacking

To run the code in this project:

1. Install the [[https://nixos.org/][Nix Package Manager]]. See "Installing Nix," below.
2. Enter the ~turtleize~ directory: ~cd turtleize~
3. Run ~nix-shell~, which will load the environment from ~default.nix~.

See [[./turtleize/README.org][the README in the turtleize/ directory for more details.]]