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Martori, Francesc; Cuadros, Jordi; González-Sabaté, Lucinio – International Educational Data Mining Society, 2015
Student modeling can help guide the behavior of a cognitive tutor system and provide insight to researchers on understanding how students learn. In this context, Bayesian Knowledge Tracing (BKT) is one of the most popular knowledge inference models due to its predictive accuracy, interpretability and ability to infer student knowledge. However,…
Descriptors: Bayesian Statistics, Inferences, Prediction, Accuracy
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Ahmad, Tunku Badariah Tunku; Zubairi, Ainol Madziah; Ibrahim, Mohd Burhan; Othman, Joharry; Rahman, Nik Suryani Abd; Rahman, Zainurin Abd; Nordin, Mohamad Sahari; Nor, Zainab Mohd – Practitioner Research in Higher Education, 2014
This paper reports the findings of a national study involving 534 lecturers from 33 higher learning institutions in Malaysia to find out their self-reported practices and perceived competencies in assessment for learning. Data were collected using a 24-item assessment practice inventory drawn from five of the six standards stipulated in an…
Descriptors: Foreign Countries, College Faculty, Educational Practices, Educational Assessment
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Shine, Lester C., II – Psychometrika, 1972
It is shown that McDonald's generalization of Classical Principal Components Analysis to groups of variables maximally channels the totalvariance of the original variables through the groups of variables acting as groups. An equation is obtained for determining the vectors of correlations of the L2 components with the original variables.…
Descriptors: Analysis of Variance, Componential Analysis, Correlation, Evaluation Methods