ISLS 2026
Data Science & Data Literacy Education ✕ Clear filters
Thursday, June 18 · 8 sessions

8:00 AM

1 option
Long Paper · ALP 2100

Collaborative problem-solving

A paper session on collaborative problem-solving, modeling how dialogue, metacognitive regulation, and knowledge building unfold during group work in math and other domains. Studies use methods such as ordered network analysis and Hidden Markov Models, and examine collaboration-competition dynamics and the emergence of flexible strategies.

Data Science & Data Literacy Education in a talk
5 talks

10:00 AM

3 options scroll
Short Paper · ALP 1110

Data Literacy and Data Science Education

Papers on data literacy and data science education range from students creating biometric data visualizations to confronting coloniality and Indigenous food sovereignty in data science. Threads include youth conceptions of data, a roleplay-based curriculum embedding epistemological pluralism, and epistemic practices in an online fitness community.

Data Science & Data Literacy Education in a talk
6 talks
Long Paper · ALP 2600

Dialogic Conversation and Pre-Service Teachers

Long papers focus on pre-service teachers and dialogic conversation, including science teachers rehearsing questioning with AI-based and VR classroom simulators. Other talks examine an AI-feedback co-design intervention for math tutors' productive talk and learning-analytics-supported reflective assessment for knowledge building.

Data Science & Data Literacy Education in a talk
4 talks
Short Paper · ALP 2700

AI Literacy, AI Tools, Teacher learning

Short papers address AI literacy, AI tools, and teacher learning, tracing teachers' evolving participation in AI education and critical AI literacy developed through design problem solving. Threads include posthuman creativity with GenAI in an Indian design workshop, redistributing cognition in AI-supported writing, and instructor scaffolding of student GenAI use.

Data Science & Data Literacy Education in a talk
6 talks

2:30 PM

1 option
Short Paper · Barclay

Co-Design, Community-based education, sociocultural learning

Six short papers examine co-design and community-engaged education across undergraduate science, minority-owned small businesses, and intergenerational environmental-justice programs. Threads include enacting solidarity in community partnerships, collaborative data co-analysis, and culturally sustaining pedagogy through game redesign.

Data Science & Data Literacy Education in a talk
6 talks

4:15 PM

3 options scroll
Demo & Interactive · ALP 1700

Demo & Interactive Session

A hands-on demo session showcasing AI-powered learning tools, including GenAI writing platforms, AI tutors for STEM and self-explanation, and teachable agents. Other demos cover collaboration analytics dashboards, agent-based modeling, VR reflection agents, and mobile creative-coding for community contexts.

Data Science & Data Literacy Education in a talk
23 talks
Poster · Outdoors

CSCL Posters - Thursday Poster Session (In-Person)

An in-person poster session spanning collaborative learning research, with strong threads on AI literacy games, epistemic agency, and knowledge building alongside SEL, VR and maker collaboration, and equity-focused design. Studies range from a Turing-test game and weaving-based ML curricula to ceremonial Indigenous designs and belonging infrastructure in research-practice partnerships.

Data Science & Data Literacy Education in a talk
19 talks
Poster · Outdoors

ICLS Posters - Thursday Poster Session (In-Person)

An in-person poster session covering wide-ranging learning sciences research, including science and engineering teacher reasoning, AI in classrooms, and equity-oriented design in research-practice partnerships. Topics span heritage-language and algebra apps, urban gardens as educational technology, cognitive presence in MOOCs, and community-engaged research experiences.

Data Science & Data Literacy Education in a talk
91 talks