Penggunaan Metode Logika Fuzzy Mamdani untuk Menentukan Potensi Bakat dan Keterampilan Siswa

Authors

  • Kristina Br Sitepu STMIK KAPUTAMA
  • Melda Pita Uli Sitompul STMIK KAPUTAMA

Keywords:

Talent, Fuzzy, Major, Skill, Education

Abstract

Educational management in the implementation of the educational process in high schools wants its graduates to get jobs or continue their studies later according to their abilities. But in reality it is not as beautiful as expected, some alumni students who continue their studies to college drop out of their studies because the majors they take at college do not match the interests and talents of the students or do not match the abilities of the students, so that it is very important to find out the intelligence, interests and talents of the students early so as not to be late in recognizing and developing the potential of the students based on the intelligence, interests and talents of each student.

This study aims to identify talents that are more dominant than the skills possessed by students by calculating the Fuzzy Logic method which can help students determine majors related to their talents after graduating from school, so that it can reduce cases of wrong majors faced by students after determining their majors at college.

The problem solving used in this study uses the Fuzzy Logic method with the aim of determining the most dominant skill value of a student against the criteria of Sports, Language, Communication, Writing, and Singing based on alternative skills of Physical Fitness, Music, Social, Art, and Leadership. This research will produce the best rule that is expected to be used as a Decision Support System in determining talent based on student skills that can be used as a recommendation to determine the major to be chosen in college. The results obtained in this study are to determine the most appropriate rule and 5 rules are obtained for the application of Fuzzy Logic to determine the most dominant talent from student skills.

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Published

2024-11-16

How to Cite

Br Sitepu, K., & Sitompul, M. P. U. (2024). Penggunaan Metode Logika Fuzzy Mamdani untuk Menentukan Potensi Bakat dan Keterampilan Siswa. JUKI : Jurnal Komputer Dan Informatika, 6(2), 138–145. Retrieved from https://ioinformatic.org/index.php/JUKI/article/view/679