Similarity detection techniques for academic source code plagiarism and collusion: a review

O Karnalim, W Chivers - 2019 IEEE International Conference …, 2019 - ieeexplore.ieee.org
Source code plagiarism and collusion are continuing problems in academia. To deal with
these issues, lecturers are often aided by automated code similarity detection techniques or …

ES‐Plag: Efficient and sensitive source code plagiarism detection tool for academic environment

L Sulistiani, O Karnalim - Computer Applications in …, 2019 - Wiley Online Library
Source code plagiarism detection using Running‐Karp‐Rabin Greedy‐String‐Tiling
(RKRGST) is a common practice in academic environment. However, such approach is time …

Source Code Plagiarism Detection in Academia with Information Retrieval: Dataset and the Observation.

O Karnalim, S Budi, H Toba, M Joy - Informatics in Education, 2019 - ceeol.com
Source code plagiarism is an emerging issue in computer science education. As a result, a
number of techniques have been proposed to handle this issue. However, comparing these …

Source code plagiarism detection in an educational context: A literature mapping

RC Aniceto, M Holanda, C Castanho… - 2021 IEEE Frontiers in …, 2021 - ieeexplore.ieee.org
Detection of plagiarism in students' source codes in college-level programming courses is
an important topic for instructors and institutions that seek to pursue project-based learning …

[PDF][PDF] Programming style on source code plagiarism and collusion detection

O Karnalim, G Kurniawati - International Journal of Computing, 2020 - researchgate.net
This paper utilises programming style on a source code plagiarism and collusion detection
to both capture obvious attempts of such academic dishonesty (which characteristics are …

[HTML][HTML] IR-based technique for linearizing abstract method invocation in plagiarism-suspected source code pair

O Karnalim - Journal of King Saud University-Computer and …, 2019 - Elsevier
According to several works, low-level approach is an effective and efficient solution for
detecting source code plagiarism. Instead of relying on source code tokens, it compares the …

Automated hints generation for investigating source code plagiarism and identifying the culprits on in-class individual programming assessment

AE Budiman, O Karnalim - Computers, 2019 - mdpi.com
Most source code plagiarism detection tools only rely on source code similarity to indicate
plagiarism. This can be an issue since not all source code pairs with high similarity are …

TF-IDF inspired detection for cross-language source code plagiarism and collusion

O Karnalim - Computer Science, 2020 - yadda.icm.edu.pl
Several computing courses allow students to choose which programming language they
want to use for completing a programming task. This can lead to cross-language code …

Source code plagiarism detection with low-level structural representation and information retrieval

O Karnalim - International Journal of Computers and Applications, 2021 - Taylor & Francis
Low-level approach is a recent way for source code plagiarism detection. Instead of relying
on source code tokens, it relies on low-level structural representation resulted from …

The effectiveness of low-level structure-based approach toward source code plagiarism level taxonomy

O Karnalim, S Budi - 2018 6th International Conference on …, 2018 - ieeexplore.ieee.org
Low-level approach is a novel way to detect source code plagiarism. Such approach is
proven to be effective when compared to baseline approach (ie, an approach which relies …