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Exploration of the Stacking Ensemble Machine Learning Algorithm for Cheating Detection in Large-Scale Assessment

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References

1985Appropriateness measurement with polychotomous item response models and standardized indices458 cited
2001Methodology Review: Evaluating Person Fit419 cited
2018Using Stacking Approaches for Machine Learning Models388 cited
2016Handbook of Quantitative Methods for Detecting Cheating on Tests120 cited
1982Deviant Response Patterns and Comparability of Test Scores107 cited
2019Detecting Examinees With Item Preknowledge in Large-Scale Testing Using Extreme Gradient Boosting (XGBoost)65 cited

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2023An Ensemble Learning Approach Based on TabNet and Machine Learning Models for Cheating Detection in Educational Tests17 cited

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