Online Exam Cheating Detection Method for Programming Courses

Faguo Zhou

doi:10.54097/jeer.v5i2.12791

Authors

Faguo Zhou

DOI:

https://doi.org/10.54097/jeer.v5i2.12791

Keywords:

Online Exam, Codes Similarity, Cheating Detection

Abstract

Online exam cheating has always been a problem that the field of education and teaching and the teaching department focus on and research. In order to effectively detect cheating or calculate the probability of cheating, this paper proposes an algorithm for calculating the probability of cheating in the exam based on the rules and codes similarity. According to the current situation of programming courses and the actual situation of the exam, it can be judged whether there is cheating. The implementation of the cheating detection algorithm can curb the plagiarism phenomenon of online exams and purify the discipline of the test style.

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References

Zhou Faguo, Yang Bingru. A New Method for Sentence Similarity Calculation and Its Application in Question-Answering Systems[J]. Computer Engineering and Applications, 2008, 44(1): 165-167.

Zheng Dongmei, Li Yulin. Analysis of Undergraduate Thesis Plagiarism from the Perspective of Paper Detection[J]. Modern Education, 2018, 5(30): 351-352.

Li Dongyan, Fang Ruochen, Xu Kai et al. Research on Anti-Plagiarism Algorithm Based on Similarity Matching[J]. Journal of North China Institute of Science and Technology, 2016, 13(5): 60-64.

Firuz K, Hana S, David C S. Machine learning based approach to exam cheating detection[J]. PloS one,2021,16(8).

Sanaa K, Abdu G. Towards effective and efficient online exam systems using deep learning-based cheating detection approach[J]. Intelligent Systems with Applications, 2022,16.

Hyeok S P, Kyoungok K. Collaborative filtering recommendation system based on improved Jaccard similarity [J]. Journal of Ambient Intelligence and Humanized Computing, 2023,14(8).

Sulaeman O R, Gata W, Wahyudi E, et al. Information Retrieval System to Find Articles and Clauses in UUD 1945 Using Vector Space Model Method[J]. Journal of Physics: Conference Series, 2020,1471.