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Application of the Triangular Fuzzy Model to Assessment of Analogical Reasoning Skills

机译:三角模糊模型在类比推理能力评估中的应用

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We apply the Triangular Fuzzy Assessment Model (TFAM) for analogical reasoning skills assessment. The TFAM is a new original model based on the Centre of Gravity (COG) defuzzification technique, which we have properly adapted and used in earlier papers as an assessment method of several human activities. The main idea of the TFAM is the replacement of the rectangles appearing in the graph of the COG technique by isosceles triangles sharing common parts. In this way, we can treat better the ambiguous cases of scores being at the boundaries between two successive linguistic characterizations (grades) of the level of the individuals’ performance. An application is also presented illustrating our results in practice, where the TFAM is compared with two traditional assessment methods (calculation of the means and of the GPA index) based on principles of the bivalent logic (yes-no).
机译:我们将三角模糊评估模型(TFAM)应用于类推推理技能评估。 TFAM是一种基于重心(COG)去模糊技术的新原始模型,我们已对其进行了适当的改编并将其用于较早的论文中,作为对几种人类活动的评估方法。 TFAM的主要思想是用共享公共部分的等腰三角形替换COG技术图中出现的矩形。这样,我们可以更好地处理分数的歧义情况,即处于个人表现水平的两个连续语言特征(等级)之间的边界。还展示了一个应用程序,说明了我们在实践中的结果,在该应用程序中,TFAM与基于二价逻辑原理的两种传统评估方法(均值和GPA指数的计算)进行了比较(是-否)。

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