aied

这是一个能帮你速通考试的 Skill。它基于学习科学原理，通过四阶段交互式教学，帮你在有限时间里，快速把重点学懂、记住、用到答题上。

Proof-of-concept behavioural analysis system for early detection of dyslexia and ADHD using spelling pattern evaluation, sentence rewriting similarity analysis, and keyboard/mouse interaction monitoring.

AIED 2025: Local-Global Cascaded Ensemble Learning on Hybrid Experts for Knowledge Concept Tagging

Central repository for a modular, RAG-based AI Learning Assistant for Moodle LMS. Integrates a FastAPI backend, Next.js dashboard, and native PHP plugin to enhance digital education. Developed as an engineering thesis at Warsaw University of Technology (MiNI WUT).

Source code and data for the paper "An Automatic Question Usability Evaluation Toolkit" which details SAQUET: Scalable Automatic Question Usability Evaluation Toolkit

Pedagogical logic rules, human evaluation rubrics, and Monte Carlo simulation data for the AIED 2026 paper: From Untamed Black Box to Interpretable Pedagogical Orchestration (ES-LLMs).

Interactive Next.js frontend for the *AI Learning Assistant* Moodle plugin. Features a context-aware chat interface, automated quiz module, and learning progress analytics. Part of an engineering thesis at WUT.

Procedural Fractal Pedagogy (PFP / Werredu v1.0): Zero-Storage Mandelbrot Boundary Reflexes & Lean 4 Formal Verification for AIED

Interactive timeline of learning theories, instructional design, AIED, learning analytics, EDM, QE, VR, and agentic AI.

Descriptive sequence analytics for learner state transitions, entropy, persistence, and self-regulated learning research.

Transparent learner-system interaction simulator for agency-aware adaptive support, learner choice, policy stress testing, and sensitivity analysis.

Discover Kunshan

RNN and LSTM baselines for next-response knowledge tracing on anonymized ASSISTments data, with leakage-aware preprocessing, EDA, and student-disjoint evaluation.

Transparent lesson-design scaffold for objective analysis, adaptive sequencing, assessment-alignment prompts, accessibility prompts, and human review.

Transparent multimodal learning analytics for learner/session-safe temporal alignment, feature fusion, and explicit missing-modality handling.

Profile README for Anna Ostrowska — MSc Data Science student, Generative AI Engineer, and human-centered AI researcher.

Transparent curriculum auditing baseline for comparing learning outcomes, activities, and assessments using Bloom-level and lexical review signals.

AI in Education research bundle benchmarking priors, BKT, PFA, and GRU knowledge tracing on learner-disjoint ASSISTments 2009 data.

AIEd research prototype for transparent instructor-facing learning analytics, learner summaries, review flags, and human-centered educational decision support.

Interactive 3D visualization of binary black hole mergers with realistic physics, gravitational lensing, and wave effects. Built with Three.js and WebGL.