ISLS 2026 Agenda

8:00 AM

3 options scroll

Long Paper · ALP 2100

Collaboration Support

Four long papers explore tools and AI for supporting collaboration, including learning-analytics-augmented meta-discourse for shared epistemic agency and LLM agents that foster children's collaborative reasoning. Additional work covers augmented reality for product design in makerspaces and teacher perspectives on AI-supported collaboration in multilingual classrooms.

Learning Analytics & Educational Data Mining in a talk

4 talks

Short Paper · ALP 2200

Collaborative Learning Processes

Five short papers analyze how collaborative learning unfolds, using methods like Epistemic Network Analysis to model collaborative initiative in STEM simulations and multimodal interactions across jigsaw tasks. Topics range from combining intelligent tutors with concept maps and teachable agents to GenAI-supported interdisciplinary teams and age differences in older-adult learners.

Learning Analytics & Educational Data Mining in a talk

5 talks

Short Paper · ALP 2500

Socio-Emotional & Group Dynamics

Five short papers examine the emotional and social side of collaboration, from team functioning and leadership in pediatric medical simulations to regulating epistemic emotions in higher- versus lower-performing CSCL groups. Other talks cover teacher learning on WhatsApp, a fifth-grade SEL digital curriculum, and boundary-crossing STEM competencies in global informal programs.

Learning Analytics & Educational Data Mining in a talk

5 talks

10:00 AM

2 options scroll

Long Paper · ALP 2100

Peer-feedback and Assessment

Four long papers address peer feedback and assessment in collaborative settings, including an item response theory model for multiple resubmissions and how pre-service teachers integrate multiple feedback messages. Further work examines peer feedback in interdisciplinary collaboration and a design space for dialogic assessment in CSCL.

Learning Analytics & Educational Data Mining in a talk

4 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.

Learning Analytics & Educational Data Mining in a talk

5 talks

4:15 PM

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Poster · Online

CSCL Virtual Posters

A virtual poster session on computer-supported collaborative learning, featuring AI as a collaborative partner, adaptive support, and feedback literacy across peer, AI, and teacher sources. Methods span meta-analysis, scoping reviews, multimodal and physiological data on teamwork, teacher stress, and argumentative discourse.

Learning Analytics & Educational Data Mining in a talk

13 talks

Poster · Outdoors

CSCL Posters - Wednesday Poster Session (In-Person)

In-person CSCL poster session dominated by generative AI in collaborative learning, from teacher-in-the-loop essay scoring and AI lesson-planning to constrained GenAI for deeper learning and agency. Other posters cover multimodal and NLP methods for assessing collaboration, conversational agents in shared reading, and AI tools in arts learning.

Learning Analytics & Educational Data Mining in a talk

39 talks