Characterization and Effects of CS2 Learning with GenAI, Visualization, and Human Support

Quinton Yong, Anthony Estey, Miguel Nacenta

Generative AI (GenAI) is becoming a widely adopted learning support tool for both students and instructors, as it offers benefits such as personalized tutoring and scaffolded learn…