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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Published in:IEEE International Symposium on IT in Medicine and Education pp. 1060 - 1064
Main Authors: Xiong, Weicheng, Xiang, Chengguan, Zhou, Hui
Format: Conference Proceeding
Language:English
Published: IEEE 13.09.2024
Subjects:
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
Online Access:Get full text
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Abstract 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.
AbstractList 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.
Author Xiang, Chengguan
Zhou, Hui
Xiong, Weicheng
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  fullname: Zhou, Hui
  organization: Guizhou Education University,School of Mathematics and Big Data,Guiyang,China,550018
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Snippet Programming assignment source code plagiarism detection is one of the important challenges in intelligent education. This paper provides an overview of program...
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SubjectTerms code similarity
Codes
coding behavior
Education
Feature extraction
Information technology
Plagiarism
plagiarism detection techniques
program detection
programming assignment
Programming profession
Reviews
Source coding
Title A Review of Source Code Plagiarism Detection Techniques for Programming Assignments
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