🏷️ evidence
3 pages tagged with evidence(3 articles, 0 concepts)
📄 Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning
> **Synthesis:** This paper introduces an evidence-grounded multimodal pipeline that constructs provenance-rich [[knowledge-tracing|knowledge graphs]] from lecture videos by integrating speech transcr…
📄 ProPRL: Property-Aware Prerequisite Relation Learning in Educational Knowledge Graphs
> **Synthesis:** ProPRL advances [[adaptive-learning|prerequisite relation learning]] by going beyond conventional link prediction to adaptively integrate complementary educational evidence from conce…
2026-08-09 · adaptive-learning, knowledge-tracing, student-modeling, ai-education, personalized-learning
📄 Stanford Evidence Base: AI in K-12 Education
> **Stanford Evidence Base: AI in K-12 Education** — A 2026 systematic review from the Stanford SCALE Initiative analyzing 818 papers on AI in K-12 education. The central finding is stark: only 20 stu…