ISLS 2026
ICLS ✕ Learning Analytics & Educational Data Mining ✕ Clear filters
Wednesday, June 17 · 7 sessions

8:00 AM

1 option
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.

Learning Analytics & Educational Data Mining in a talk
4 talks

10:00 AM

4 options scroll
Practice Paper · ALP 1100

Collaborative Design Structures in Researcher and Practitioner Partnerships

Six practice papers describe how researchers and practitioners co-design educational programs, including a university laboratory school for equitable computing and a community partnership developing urban-agriculture curriculum. Cases also span co-designed embodied games for computational thinking, technology-education pathways, and designing edTech with schools rather than for them.

Learning Analytics & Educational Data Mining in a talk
6 talks
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.

Learning Analytics & Educational Data Mining in a talk
6 talks
Long Paper · ALP 2600

Out-of-school Experiential Learning

Four long papers investigate experiential learning beyond the classroom, including learner pathway analysis for STEM persistence across in- and out-of-school settings and nature-based learning motivation for students with learning differences. Additional work studies prior-knowledge use in outdoor learning and self-regulated learner profiles in flipped project-based courses.

Learning Analytics & Educational Data Mining in a talk
4 talks
Short Paper · ALP 2700

Design based research and instructional design to support learning

Six short papers report design-based research and instructional design work, including comic cons for scientific literacy and redesigning a graduate program toward learning design. Additional talks cover game-based planning for disability transition services, teacher agency in co-design, hybrid conference history, and boundary tools bridging home and classroom.

Learning Analytics & Educational Data Mining in a talk
6 talks

4:15 PM

2 options scroll
Poster · Online

ICLS Virtual Posters - Virtual Poster Session

A virtual poster session covering a wide range of learning-sciences topics, including making and aesthetics, computational thinking and creative coding, and culturally responsive STEAM across international contexts. Studies also examine generative-AI policies and student-LLM reasoning, field trips, and physics teacher professional development.

Learning Analytics & Educational Data Mining in a talk
70 talks
Poster · Outdoors

ICLS Posters - Wednesday Poster Session (In-Person)

An in-person poster session spanning equity-oriented learning across STEM, computing, and the arts, with threads on multilingual and culturally responsive teaching, integrated STEM+C and AI literacy, and teacher learning in makerspaces and curricular customization. Settings range from family garden activities and afterschool math to climate-change pedagogy and preservice teacher preparation.

Learning Analytics & Educational Data Mining in a talk
93 talks