Fang Xia

Agentic formative assessment for object oriented programming through multi source evidence aggregation

Current AI-based programming education assessment systems do not involve process-oriented learning and a multi-faceted evidence of learning other than code correctness. This paper presents a three-partnering model of AI-Teacher, AI-Student, and Aggregator agents that combines mul...