"Are we ready for advanced Critical Code Studies?": Mapping CCS Resources and Pedagogical Needs

Comments

• markcmarino

  March 5

  Great topic, @dancox And it's exciting to think about what might go in a second level or advanced course. I guess in some ways, that might describe a good number of the people here in the Working Group. And using the WG as a model, one answer is to have the advanced course bring together more specialized students from all three of the areas you mention. When I think back to the experiences I have had collaborating on 10 PRINT, Reading Project, Entanglements, and most lately on ELIZA, the participants were not necessarily more versed in Critical Code Studies, but had more expertise in their particular field, allowing us to go further (or deeper) into the explorations those specialties offered.

  That said, I definitely see how a class of students who had more interdisciplinary training could go further. So humanities scholars with more programming knowledge and programmers with more philosophical training would be able to apply methods with a bit more alacrity. A lot of the introductory time is spent finding common language: what do we mean by "meaning" and "interpretation"; what are we looking for; what counts as knowledge? These kinds of questions need to be addressed but once they have been addressed at least in an initial way can open the kind of work we need to do.

  I'm eager to here what others think about these questions, particularly those who may feel like they are still trying to get their footing or foothold on what we're trying to do here. (Sometimes that is also me.)
• dancox

  March 5

  Thanks for responding, @markcmarino! To refine my concerns slightly, I think we are stating we would all love to have more interdisciplinary training for students and scholars without addressing how we arrive at that point in a consistent or within a range of possible ways. And we are not alone in this struggle.

  I frequently see the discussion of "Should digital humanities scholars learn coding and, if so, how much?" question within the larger discipline. As a smaller field within DH more broadly defined, we are faced with the same issue: what amount of programming concepts should be taught, at what level, in what ways, and using what general types of sources? We are starting to see some answers to those questions, as highlighted by the experiences being shared in the other thread, but we are not necessarily moving toward what a refined future might look like beyond a collection of experiences -- and this is not a bad thing! We each have different course and curriculum concerns! What might work in one course designed as an introduction for visual artists might not work as well in a graduate course designed to engage students in critical making. That written, many resources can be shared and selection of larger or longer works used in an undergraduate or assigned in whole to graduate courses.

  In the hope of driving some comments, let me phrase these questions along different tracks:

  Undergraduate:

  • Teaching with CCS (as module or part in larger course): How does CCS fit within your existing materials? Does it serve as a paired or compliment to existing modules such as part of an "Introduction to Digital Media" or "Creative Technologies for Visual Artists" course? If so, what are pedagogical gaps you have found or resources you would want? What would help you teach to your existing objectives easier?

  • Teaching CCS as course: What resources would you like to see? Is there a lack of readings? Examples? Where do you see your students struggle?

  Graduate:

  • Teaching with CCS (as module or part in larger course): What readings or example would help your goals of your course? Would a greater focus on applying frameworks help? Emphasis on using different methods? Mixed methods approaches?

  • Teaching CCS as course: What skills would you want for incoming students? How should graduate students be trained? Would you expect more humanities backgrounds or those with mixed skillsets?
• driscoll

  March 8 edited March 8

  In my experience teaching CCS, I find that we usually just hit our stride at the end of the term. Rather than proceeding to an "advanced" option, I think I would prefer a follow-up "workshop" course with the core CCS course as a pre-req. From a pedagogical perspective, this second course would support students applying CCS in different contexts to deepen their engagement and bring more of their individual research interests to the table. (For grad students, this could be a step toward incorporating CCS in a thesis/diss chapter.)

  I'm picturing an open-ended workshop format that would offer the flexibility to support a range of student interests, address technical needs, and bring in guest speakers. Some students would use that time to continue jamming on a project from the core course. Others would focus on sharpening their competency with a particular platform or language. And everyone could complete a CCSWG-style "Code Critique" as the culminating assignment.
• danvers

  March 9

  Thank you @dancox for this Thread.

  let me try to share my thoughts on teaching CCS as graduate course:

  What skills would I want for incoming students?

  Although the question may seem concise, the answer to it is extensive and complex. So apologies for the long answer which I want to unfold in 4 (+1) aspects.

  1. Coding literacy: Students should have a solid understanding of at least one programming language, preferably a language commonly used in software development or digital humanities research such as Python, R or even JavaScript might be a good starting point. An essential aspect to consider is the ability to read code, which is vital for Critical Code Studies (CCS). I'm emphasizing coding literacy here, suggesting that it's not solely about functional programming, but rather encompasses a broader capacity for effective communication. Which brings me to the second skill set.
  2. Digital literacy: Coding is one thing, but navigating through digital tools and platforms for research and knowledge of version control systems (e.g., Git), text editors, command-line interfaces, and basic web technologies is also very important to me, since it helps students to do own research, structure data and organize code.
  3. Critical theory: Students should have a foundational understanding of critical theory, including concepts from fields such as literary theory, cultural studies, media studies, and philosophy. This means, that at least some approaches such as (post-)structuralism, feminism, postcolonialism, and critical race theory should be known/present.
  4. Close reading skills: CCS involves close reading and interpretation of code as cultural artefacts. Students should have and further develop skills in close reading techniques, including identifying patterns, analyzing syntax and semantics, and interpreting the socio-cultural context of code.

  Apart from these four perspectives, I think, as often stated these days, that an interdisciplinary perspective and openness is mandatory. CCS draws on insights from various disciplines, including computer science, humanities, social sciences, and arts. Students should be open to interdisciplinary approaches and comfortable navigating multiple disciplinary perspectives. Knowing that it could be hard to find a common ground in terms and language, interdisciplinary openness can unleash an incredible amount of potential.

  How should graduate students be trained?

  Well, same game.

  1. training basic programming skills, strengthen coding literacy: I think study programs or tutorials on basic programming proficiency might support both. Interest in digital technologies and critical thinking on cultural implications of code.
  2. digital literacy and knowledge of scientific research methods should be taught together. In today's digital world, skills in using digital tools and technologies are as important as understanding scientific methods and practices. By integrating both aspects into curricula, students can more effectively learn how to utilize digital resources to investigate research questions, collect and analyze data, and present findings. At the same time, they are trained in adhering to scientific standards and ethics, critically evaluating sources, and communicating research findings clearly and accurately.
  3. Creating pathways for engaging with critical theory: it's fair to say that there's no universally accepted stance on this matter. In fields like educational science and media studies, directing students to critical theory tends to be more straightforward compared to computer science, in my opinion.
  4. Close reading skills are necessary for all fields. Methods such as SQ3R can lead to a more efficient and active reading scientific paper and other texts.

  Considering an open-ended follow-up workshop is also a great idea, @driscoll! I was thinking of this in my recent course and I offered a block to get deeper into selected topics and interests defined by students, unfortunately, due to illness we had to cancel that approach. However, having a get-together and an in depth discussion, maybe even in a different setting, might be very fruitful.

  Whether or not we're ready for Advanced Critical Code Studies depends on these factors. I taught courses with and without students from digital humanities, computer science and computational visualistics. Most of my students come from educational science, teacher training (education in a digital world) and media studies. I heavily rely on computer science students who are willing to communicate and connect with philosophical theory. Particularly, skills in the first two areas mentioned are crucial, in my opinion.