IJID (International Journal on Informatics for Development)
Vol. 2 No. 1 (2013): IJID May

AN APPLICATION OF MAMDANI IN SELECTING MAJORS IN HIGHER EDUCATION

Heni Hapsari (Faculty of Science and Technology Universitas Islam Negeri Sunan Kalijaga)
Muhammad Dzulfikar Fauzi (Faculty of Science and Technology Universitas Islam Negeri Sunan Kalijaga Yogyakarta, Indonesia)
Shofwatul Uyun (Prodi Informatika, Program Magister, Fakultas Sains dan Teknologi, UIN Sunan Kalijaga Yogyakarta)



Article Info

Publish Date
26 May 2013

Abstract

The election for a right major at university will make a big difference because students should choose a major that suits their basic skills and talent preference. A research case uses a sample from various majors in state university in Indonesia. There are 29 majors available. Therefore, interest score, talent score, and basic ability score become a consideration matter in choosing the right major for them. The implementation of this system uses PHP programming language and MySQL database which based on the web. This research uses sample data of SMAN (state high school) 1 on Kutowinangun, Kebumen. It is including self-data, interest score, talent score, and basic skill score. This research uses a fuzzy inference system using Mamdani method. Mamdani method works based on linguistic principle and has a fuzzy algorithm which supply approximation to be entered by mathematic analysis. Data are processed through the calculation phase of fuzzy and result given by the system is a recommendation of a major suggested to be taken by the student. This system shows a recommendation of a major that suits the student. This system also gives information about universities which provide recommended major. This system is hope to help students in choosing their major.

Copyrights © 2013






Journal Info

Abbrev

ijid

Publisher

Subject

Computer Science & IT

Description

One important point in the accreditation of higher education study programs is the availability of a journal that holds the results of research of many investigators. Since the year 2012, Informatics Department has English language. Journal called IJID International Journal on Informatics for ...