Fuzzy Logic to Determine the Effect of Parental Attention and Peer Environment on Mathematics Learning Outcomes

Supratman, Andi Mariani Ramlan, Raden Sulaiman
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Abstract

The results of learning mathematics is a process of changing new behavior which is the result of giving experiences received by students in the learning process which includes cognitive, affective, and psychomotor aspects whose success can be measured through written and oral tests. The learning outcomes achieved can be good or bad depending on the factors that influence them, including learning motivation and environmental factors study. This study aims to determine the effect of parental attention and peer environment on student learning outcomes at SMA Negeri 1 Kolaka in 2022 using the Fuzzy logic of the Tsukamoto method. The data obtained in this study came from a questionnaire for the attention of parents and peers that had been filled out by students as well as mathematics learning outcomes obtained through the results of the even semester 2022 daily test scores. Based on the research results obtained in fuzzy calculations consisting of people's attention questionnaires parents and peer environment, it was found that the mathematics learning outcomes achieved were not good at 34.87 towards good mathematics learning outcomes at 65.12.
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模糊逻辑确定父母关注和同伴环境对数学学习成果的影响
学习数学的结果是一个改变新行为的过程,这是学生在学习过程中获得的经验的结果,包括认知、情感和心理运动方面,这些经验的成功可以通过笔试和口试来衡量。学习效果的好坏取决于影响他们的因素,包括学习动机和学习环境因素。本研究旨在利用Tsukamoto方法的模糊逻辑,确定2022年父母关注和同伴环境对SMA Negeri 1 Kolaka学生学习成果的影响。本研究获得的数据来自于学生填写的家长和同龄人关注问卷,以及通过2022年平均学期的日常考试成绩获得的数学学习成果。通过对人的注意力问卷、父母和同伴环境的模糊计算得出的研究结果发现,数学学习成绩从取得的34.87分差到取得好的数学学习成绩65.12分差。
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