#educational-research News & Analysis

2 articles tagged with #educational-research. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 95/10

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AI-Integrated Learning Management System for Middle School: A Longitudinal Study of Learning Outcomes Through High School and Beyond

Researchers propose an AI-integrated Learning Management System designed for middle school students that combines formative feedback, adaptive practice, and teacher dashboards while prioritizing privacy through data minimization and auditable logs. A longitudinal study will track whether sustained AI support improves academic outcomes from middle school through post-secondary pathways, addressing the traditional bottleneck where students practice through confusion before receiving corrective feedback.

AIBullisharXiv – CS AI · Mar 276/10

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Evaluating adaptive and generative AI-based feedback and recommendations in a knowledge-graph-integrated programming learning system

Researchers developed a framework integrating large language models with knowledge graphs to provide programming feedback and exercise recommendations. The hybrid GenAI-adaptive approach outperformed traditional adaptive learning and GenAI-only modes, producing more correct code submissions and fewer incomplete attempts across 4,956 code submissions.