Graph semantic similarity-based automatic assessment for programming exercises

Abstract This paper proposes an algorithm for the automatic assessment of programming exercises. The algorithm assigns assessment scores based on the program dependency graph structure and the program semantic similarity, but does not actually need to run the student’s program. By calculating the no...

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Autors principals:	Chengguan Xiang, Ying Wang, Qiyun Zhou, Zhen Yu
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2024-05-01
Col·lecció:	Scientific Reports
Matèries:	Automatic assessment Program dependency graph Program semantics Similarity Programming exercises
Accés en línia:	https://doi.org/10.1038/s41598-024-61219-8
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