Franclinton, Ricardo and Karnalim, Oscar and Ayub, Mewati (2020) A Scalable Code Similarity Detection with Online Architecture and Focused Comparison for Maintaining Academic Integrity in Programming. International Journal of Online and Biomedical Engineering, 16 (10). pp. 40-52.
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Abstract
Many code similarity detection techniques have been developed to maintain academic integrity in programming. However, most of them assume that the student programs are locally available, and the computation can be run on any computer specification. Further, their comparison in raising suspicion is time consuming as the student programs are pairwise compared one another. This paper proposes a scalable code similarity detection with online architecture and focused comparison. The former enables student programs shared among lecturers and guarantees that the computation is runnable. The latter shorten the execution time as only some students are considered, with inclusion criteria determined by the lecturers. To boost up the scalability, the similarity algorithm is cosine correlation, which computation is linear time. Our evaluation shows that focused comparison leads to fewer comparisons and cosine correlation leads to shorter execution time.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Plagiarism detection, scalability, academic integrity, programming, computing education. |
| Subjects: | T Technology > T Technology (General) |
| Depositing User: | Perpustakaan Maranatha |
| Date Deposited: | 27 Jul 2021 04:02 |
| Last Modified: | 26 Oct 2021 22:05 |
| URI: | http://repository.maranatha.edu/id/eprint/27664 |
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