IJITEE (International Journal of Information Technology and Electrical Engineering)
Vol 3, No 4 (2019): Desember 2019

A Multi Criteria Decision Making to Support Major Selection of Senior High School

Adhistya Erna Permanasari (Universitas Gadjah Mada)
Marsetyo Wisaksono (Universitas Gadjah Mada)
Sri Suning Kusumawardani (Universitas Gadjah Mada)



Article Info

Publish Date
08 May 2020

Abstract

Senior high school students need to select a specialization, such as Mathematics and Natural Sciences, Social Sciences, or Language and Culture. This selection process can be improved by using Multi Criteria Decision Making (MCDM) methods. When MCDM methods are implemented, AHP method has accuracy of 61%, whereas AHP-Fuzzy TOPSIS 1 and AHP-Fuzzy TOPSIS 2 have accuracy of 75%. This research implements tests and analyzes new MCDM method, which is Hybrid MCDM Model, in helping aforementioned specialization selection process. There are four basic steps in Hybrid MCDM Model: performing experimental design to obtain attributes' weight and criteria, evaluating MCDM with the three existing methods, performing RSM regression to derive mathematical model, and decision making. This research introduces data normalization to the mathematical model which results in better implementation of Hybrid MCDM Model in the senior high school students' specialization selection process. Hybrid MCDM Model in the senior high school student specialization selection has accuracy of 86%, which includes 11% accuracy improvements compared to other applied MCDM methods.

Copyrights © 2020






Journal Info

Abbrev

ijitee

Publisher

Subject

Electrical & Electronics Engineering

Description

IJITEE (International Journal of Information Technology and Electrical Engineering), with registered number ISSN 2550-0554 (Online), is a peer-reviewed journal published four times a year (March, June, September, December) by Department of Electrical engineering and Information Technology, Faculty ...