Graph semantic similarity-based automatic assessment for programming exercises

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 node simila...

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Bibliographic Details
Published in:Scientific reports Vol. 14; no. 1; pp. 10530 - 14
Main Authors: Xiang, Chengguan, Wang, Ying, Zhou, Qiyun, Yu, Zhen
Format: Journal Article
Language:English
Published: London Nature Publishing Group UK 08.05.2024
Nature Publishing Group
Nature Portfolio
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ISSN:2045-2322, 2045-2322
Online Access:Get full text
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