#educational-technology2 articles

2 articles

AIBullisharXiv – CS AI · 4h ago0

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Demonstrating ViviDoc: Generating Interactive Documents through Human-Agent Collaboration

ViviDoc is a new human-agent collaborative system that generates interactive educational documents using a multi-agent pipeline and Document Specification framework. The system allows educators to review and refine AI-generated content plans before code production, significantly outperforming naive AI generation methods.

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AIBullisharXiv – CS AI · 4h ago1

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Machine Learning Grade Prediction Using Students' Grades and Demographics

Researchers developed a unified machine learning framework that predicts both pass/fail outcomes and continuous grades for secondary school students with up to 96% accuracy. The study of 4424 students demonstrates how AI can enable early identification of at-risk students and optimize educational resource allocation through data-driven predictions.