A Review of Source Code Plagiarism Detection Techniques for Programming Assignments

Programming assignment source code plagiarism detection is one of the important challenges in intelligent education. This paper provides an overview of program detection techniques in this field, reviews the related literature, and describes detection methods used over the past five years in terms o...

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Vydáno v:IEEE International Symposium on IT in Medicine and Education s. 1060 - 1064
Hlavní autoři: Xiong, Weicheng, Xiang, Chengguan, Zhou, Hui
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 13.09.2024
Témata:
code similarity
Codes
coding behavior
Education
Feature extraction
Information technology
Plagiarism
plagiarism detection techniques
program detection
programming assignment
Programming profession
Reviews
Source coding
ISSN:2474-3828
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Shrnutí:Programming assignment source code plagiarism detection is one of the important challenges in intelligent education. This paper provides an overview of program detection techniques in this field, reviews the related literature, and describes detection methods used over the past five years in terms of source code similarity and changes in coding behavioral features, based on the data and analysis direction relied upon for detection. Finally, it analyzes existing problems and challenges in the field and outlines future research directions.
ISSN:2474-3828
DOI:10.1109/ITME63426.2024.00212