ISLS 2026
Quantitative Ethnography & Discourse Analytics ✕ Clear filters
Tuesday, June 16 · 7 sessions

8:00 AM

1 option
Pre-Con. Workshop · ALP

Pre-Conference Workshops - Half Day

Half-day pre-conference workshops centered on AI's impact across CSCL and learning sciences research, alongside career sessions and the doctoral consortium. Threads include rethinking assessment in the generative AI era, co-designing AI for collaboration and agency, building a shared CSCL taxonomy, and hands-on interaction network analysis (HINA).

Quantitative Ethnography & Discourse Analytics in a talk
11 talks

2:30 PM

5 options scroll
Short Paper · ALP 1100

Collaborative learning with sociocultural considerations

Short papers on collaborative learning shaped by cultural and social context, from board-game redesign grounded in distributed cognition and culturally relevant pedagogy to belonging for minority computer science students. Several examine partnership-based work, including student-AI problem-solving, cross-disciplinary mentorship, and a 16-year Japanese lesson-study RPP.

Quantitative Ethnography & Discourse Analytics in a talk
5 talks
Short Paper · ALP 1120

Learning processes in Higher education

Short papers on learning processes in higher education, spanning engineering improvisation under uncertainty, support for first-generation biology students, and curiosity and metacognition in productive failure. Others examine primary source projects in undergraduate math and fair measurement of metacognitive regulation in online STEM.

Quantitative Ethnography & Discourse Analytics in a talk
5 talks
Long Paper · ALP 2100

Knowledge Advancement

Long papers advancing methods and theory for collaborative knowledge building and convergence. Contributions include transitional spaces between group and individual learning, NLP-based semantic analysis of discourse, multimodal reflective assessment of socio-emotional interaction, and quantifying convergence via word-abstractness change detection.

Quantitative Ethnography & Discourse Analytics in a talk
4 talks
Short Paper · ALP 2500

Support for Collaborative Learning

Short papers on tools and designs that scaffold collaborative learning, with a strong emphasis on self- and socially-shared regulation. Approaches include TA awareness of pre-class reports, game-based simulations like MetaSim, generative-AI chatbots and the MIRACLE multi-agent system, plus a scoping review of AI-supported knowledge creation.

Quantitative Ethnography & Discourse Analytics in a talk
5 talks
Long Paper · ALP 2600

Communities and Contexts

Long papers examining learning across communities and contexts, from high schoolers cultivating future-oriented identities to digital accountability in new-teacher mentoring dialogue. Additional work probes youth authority in environmental engineering curriculum co-design and reconceptualizes psychometrics to treat context as intrinsic to learning.

Quantitative Ethnography & Discourse Analytics in a talk
4 talks

4:30 PM

1 option
Short Paper · ALP 2700

Complex Systems

Short papers applying complex-systems and network perspectives to learning, from higher-order network analysis of PISA data to a complexity-informed model for educating creators. Other talks examine students' difficulties with dynamic equilibrium, systems thinking via the Venus flytrap, online course ecologies, and causal reasoning through drawing.

Quantitative Ethnography & Discourse Analytics in a talk
6 talks