ISLS 2026 Agenda

8:00 AM

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Short Paper · ALP 1100

Maker educations

These maker-education papers examine identity, literacy, and collaboration across making contexts, including crafting and engineering identities, collaborative lore-building between marginalized girls, and computational literacies in an agricultural class. Additional talks probe what multimodal AI sees versus facilitator expertise, reflection quality and self-efficacy, and sustainable 3D clay printing.

AI in Education in a talk

6 talks

Short Paper · ALP 1120

AI tools, Teacher Learning

Short papers map how teachers learn to use and reason about AI, from archetypes in designing multi-agent instructional workflows to STEM educators' confidence and knowledge of AI. Others weigh teachers' hopes and concerns about AI image generation and analyze instructor attitudes toward cheating with AI.

AI in Education in a talk

4 talks

10:00 AM

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Short Paper · ALP 1120

Assessment in STEM education

Six short papers tackle STEM assessment, from evaluating the MathByExample worked-example intervention to object detection for analyzing students' drawn scientific models. Topics include NGSS-aligned assessments of first graders' reasoning, conversation-based assessment with AI agents, STEAM integration measures, and fine-grained scoring in chemistry.

AI in Education in a talk

6 talks

Short Paper · ALP 2200

Collaborative Learning Research Methods

Five short papers advance methods for studying collaborative learning, from reframing social annotation as a text-embedded analytics ecology to AI-powered knowledge graphs that make Knowledge Forum discourse visible. Other contributions theorize transitional space across individual and collective levels, formalize inquiry scripting, and review GenAI tools for collaboration.

AI in Education in a talk

5 talks

Short Paper · ALP 2500

Role of AI in CSCL

Five short papers interrogate AI's evolving roles in collaborative knowledge work, including students' experience of AI as a creative collaborator and a typological framework for AI's epistemic authority in Knowledge Building. Additional talks examine children's epistemic agency in AI science eBooks, activity theory for human-AI teaming, and a three-year cross-community design study.

AI in Education in a talk

5 talks