AIED
Translating XAI into Actionable Feedback Using LLMs to Prevent Student Dropout
Fri Jul 3, 10:45 AM–11:00 AM · North 210
Explainable & Trustworthy AI Generative AI & Large Language Models Predictive Modeling & Early Warning Automated Feedback
★ Notable speakers
Dragan Gašević
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— Learning analytics; co-founder of LAK conference and Society for Learning Analytics Research
Luiz Rodrigues
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— Gamification in education; educational technology; engagement and motivation in AIED
Rafael Ferreira Mello
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— Learning analytics; NLP for education; automated text analysis; MOOCs; Latin American LA community
Uses LLMs to translate XAI explanations from dropout prediction models into plain-language feedback that students can act on.
Authors
Filipe Dwan Pereira, George Zambonin, André Nascimento, Mario Santos, Mariana Mello, Tyagi Lima, Luiz Rodrigues, Cleon Xavier, Newarney Torrezão da Costa, Dragan Gasevic, Gabriel Alves, Rafael Ferreira Mello