智能情境感知系统在在线学生作弊检测中的应用

T. Lancaster
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引用次数: 5

摘要

学生作弊和剽窃对学术奖励的价值构成了双重威胁。科技时代增加了学生作弊的方便性。尽管存在一些计算机解决方案来检测抄袭和其他形式的作弊,但其中许多很容易被欺骗。对于其他类型的作弊,技术解决方案尚未广泛使用。这表明学生们得到了他们不应得的奖励。这篇论文提出了三个不同的学生作弊的例子,它们都给学者们提出了一个问题。这些问题包括:(1)通过自动论文旋转抄袭文件,(2)社交媒体为学生作弊团体提供了便利,(3)利用代理和拍卖网站签订合同作弊。这些问题中的每一个都可以从智能上下文感知系统的提供中获益。探讨了每个问题背后的背景,并为每个问题提供了智能上下文感知系统的技术实现建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Application of Intelligent Context-Aware Systems to the Detection of Online Student Cheating
Student cheating and plagiarism present a combined threat to the value of academic awards. The technological age has increased the ease with which students can cheat. Although some computerised solutions exist to detect plagiarism and cheating in its other forms, many of these are easily fooled. For other types of cheating, technical solutions are not yet widely available. This suggests that students are receiving awards that they do not deserve. This paper presents three different examples of student cheating, all of which provide academics with a problem. These issues include: (1) plagiarism of documents through automated essay spinning, (2) social media facilitated student cheating groups, and (3) contract cheating using agency and auction web sites. Each of these problems is shown to benefit from the provision of intelligent context-aware systems. The context behind each problem is explored and suggestions for technical implementations of intelligent context-aware systems for each are provided.
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