FoL 2026
AIED

Fairness, Risk, and Human-AI Interaction in Educational Systems

Fri Jul 3, 10:45 AM–12:00 PM · North 206
Equity, Fairness & Inclusion Human–AI Collaboration & Agency Ethics, Governance & Responsible AI
★ Notable speakers
Nigel Bosch ★ — Machine learning for affect detection in education, automated essay scoring, algorithmic fairness in learning analytics
Shamya Karumbaiah ★ — Affect detection, student engagement modeling, and equity/bias in intelligent tutoring and adaptive learning
George Boateng ★ — Smartphone-based coding education in Africa (SuaCode), mobile health wearables, AI-driven learning tools for low-resource settings

AIED76 (SS) | Social | Short-paper session

5 talks in this session

When LLMs Give Voting Advice: Bias, Coherence, and Educational Risk
Omed Abed, Rabia Basri, Patrick-Benjamin Bök, Matteo Große-Kampmann
Generative AI & Large Language Models Equity, Fairness & Inclusion Ethics, Governance & Responsible AI
Students, AI, and the Future of Higher Education: A Scoping Review of Perceptions and Concerns
Mohammadreza Farrokhnia, Ghasem Salimi, Amirhossein Ahmadshahi
Generative AI & Large Language Models Human–AI Collaboration & Agency Higher Education
Kwame 2.0: Human-in-the-Loop Generative AI Teaching Assistant for Large Scale Online Coding Education in Africa
George Boateng, Samuel Boateng, Victor Wumbor-Apin Kumbol
Generative AI & Large Language Models Programming & CS Education Human–AI Collaboration & Agency
CLUE-AI: A Collaborative Game-Based Learning Approach to Promote Critical Literacy for Uncovering Errors in AI
Pragati Maheshwary, Shamya Karumbaiah, Anurag Maravi, Aditi Haiman
Explainable & Trustworthy AI Motivation, Gamification & Engagement Ethics, Governance & Responsible AI
Fairness Depends on Assessment: Learning by Teaching with Large Language Models
Sydney Miller, Lan Jiang, Nigel Bosch
Generative AI & Large Language Models Automated Assessment & Scoring Learning-by-Teaching & Teachable Agents