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SubQuiz: Verifying Code Authorship through Personalized Reflective Quizzes

Sukhrob YangibaevAl-Khwarizmi UniversityMadina YangibaevaUrgench State University
2026
ABI

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This paper introduces SubQuiz, an authorship verification system for academic integrity in programming education. The system generates personalized quizzes from student code to assess comprehension. Controlled studies are needed to validate its effectiveness.

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