• Title/Summary/Keyword: 표준화 된 부호 엔트로피 유사성 점수

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A New Statistical Index for Detecting Cheaters on Multiple Choice Tests (다중선택 시험에서 부정행위자 발견을 위한 새로운 통계적 측도)

  • Han, Eun Su;Lim, Johan;Lee, Kyeong Eun
    • The Korean Journal of Applied Statistics
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    • v.26 no.1
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    • pp.81-92
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    • 2013
  • It is important to construct a firm basis for accusing potential violators of academic integrity in order to avoid spurious accusations and false convictions. Educational researchers have developed many statistical methods that can either uncover or confirm cases of cheating on tests. However, most of them rely on simple correlation-based measures, and often fail to account for patterns in responses or answers. In this paper, we propose a new statistical index denoted by a Standardized Signed Entropy Similarity Score to resolve this difficulty. In addition, we apply the proposed method to analyze a real data set and compare the results to other existing methods.