2021
DOI: 10.1038/s41539-020-00083-3
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Optimized collusion prevention for online exams during social distancing

Abstract: Online education is important in the COVID-19 pandemic, but online exam at individual homes invites students to cheat in various ways, especially collusion. While physical proctoring is impossible during social distancing, online proctoring is costly, compromises privacy, and can lead to prevailing collusion. Here we develop an optimization-based anti-collusion approach for distanced online testing (DOT) by minimizing the collusion gain, which can be coupled with other techniques for cheating prevention. With … Show more

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Cited by 37 publications
(40 citation statements)
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References 37 publications
(54 reference statements)
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“…Use of online proctoring methods that use cameras and other technology enabled features can help prevent cheating in hybrid and blended learning. Services such as Examity and TOP HAT provide solutions as they utilize webcams, screen videos, and other features to closely monitor students’ exams (Li et al, 2021). Respondus is another fully automated assessment tool that is widely used by institutions of higher education.…”
Section: Discussion and Suggestions For Faculty And Administrators —In Covid-19 Post Vaccine And Post-covid-19 Worldmentioning
confidence: 99%
“…Use of online proctoring methods that use cameras and other technology enabled features can help prevent cheating in hybrid and blended learning. Services such as Examity and TOP HAT provide solutions as they utilize webcams, screen videos, and other features to closely monitor students’ exams (Li et al, 2021). Respondus is another fully automated assessment tool that is widely used by institutions of higher education.…”
Section: Discussion and Suggestions For Faculty And Administrators —In Covid-19 Post Vaccine And Post-covid-19 Worldmentioning
confidence: 99%
“…Adopting a summative assessment by using verbatim test bank questions (Golden & Kohlbeck, 2020), presenting exam questions in a similar order for all participants (Li et al, 2021), absence of an exam honor code (Corrigan-Gibbs et al, 2015), and unproctored exams (Dendir & Maxwell, 2020) can lead students to cheat in online exams. Further, the study of Bilen and Matros (2020) shows that grading on a curve in online exams increases cheating incidents because it creates a sense of competition among students, and they may feel they have to cheat to do better than the class average to pass the class.…”
Section: Introductionmentioning
confidence: 99%
“…The authors of [14] proposed an anti-collusion approach for on-line exams. They optimized the sequence of questions that are displayed to students in time synchronized slots.…”
Section: Related Workmentioning
confidence: 99%