active2025/10 - present

Arona: Computerized Adaptive Testing Framework

A computerized adaptive testing (CAT) framework emphasizing zero-cost abstractions while supporting runtime-pluggable IRT models. Built with dynamic trait objects to enable model and algorithm swapping without compile-time coupling. The framework underpins the IEEE ICCSP 2026 Best Paper on Smart Education Systems.

Highlights

Zero-cost abstractions with runtime-pluggable IRT models
Dynamic trait objects enabling model/algorithm swapping without compile-time coupling
Runtime algorithm switching to adapt test flow to real-time examinee responses
Trait-based generics structured for extensibility while preserving dynamic behavior
Realized in IEEE ICCSP 2026; Best Paper on Smart Education Systems (DOI 10.1109/ICCSP68173.2026.11539256)

Result

publication

Arona: Computerized Adaptive Testing Framework

Highlights

Result

High Performance Adaptive Learning & Testing System with Safe Dynamic Plugin System

Tags