ISLS 2026 Agenda

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).

Learning Analytics & Educational Data Mining in a talk

11 talks

2:30 PM

3 options scroll

Long Paper · ALP 1600

Teacher Learning and Technology

Long papers on how technology supports teaching and assessment, with attention to multilingual learners and analytics. Topics include AI scaffolds for multilingual science inquiry, a four-step formative assessment cycle, flexible primary-language use in EdTech, and a temporal learning-engagement analytics framework.

Learning Analytics & Educational Data Mining in a talk

4 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.

Learning Analytics & Educational Data Mining in a talk

4 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.

Learning Analytics & Educational Data Mining in a talk

4 talks

4:30 PM

2 options scroll

Short Paper · ALP 1120

Agency, Equity, and Social Justice in Learning Sciences

Short papers on agency, equity, and social justice in learning, including epistemic engagement in multilingual science, rule-breaking as a design affordance, and frameworks for hands-on open science in K-5. Other talks trace racialized assemblages in AP biology, recognition for minoritized STEM instructors, and infrastructuring for climate justice in making.

Learning Analytics & Educational Data Mining in a talk

6 talks

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.

Learning Analytics & Educational Data Mining in a talk

6 talks