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Application of Z-Number Based Modeling in Psychological Research

机译:基于Z数的建模在心理学研究中的应用

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摘要

Pilates exercises have been shown beneficial impact on physical, physiological, and mental characteristics of human beings. In this paper, Z-number based fuzzy approach is applied for modeling the effect of Pilates exercises on motivation, attention, anxiety, and educational achievement. The measuring of psychological parameters is performed using internationally recognized instruments: Academic Motivation Scale (AMS), Test of Attention (D2 Test), and Spielberger's Anxiety Test completed by students. The GPA of students was used as the measure of educational achievement. Application of Z-information modeling allows us to increase precision and reliability of data processing results in the presence of uncertainty of input data created from completed questionnaires. The basic steps of Z-number based modeling with numerical solutions are presented.
机译:普拉提运动已经显示出对人类的身体,生理和心理特征的有益影响。在本文中,基于Z值的模糊方法被用于模拟普拉提运动对动机,注意力,焦虑和教育成就的影响。心理参数的测量是使用国际认可的工具进行的:学生完成的学习动机量表(AMS),注意力测试(D2测试)和斯皮尔伯格焦虑测试。学生的GPA用作衡量教育成绩的标准。 Z信息建模的应用使我们能够在存在从完整问卷中创建的输入数据存在不确定性的情况下,提高数据处理结果的准确性和可靠性。介绍了基于Z数的数值解法建模的基本步骤。

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