SemanTIK : Teknik Informasi
Vol 2, No 1 (2016): semanTIK

APLIKASI DIAGNOSIS PENYAKIT DIABETES MELITUS MENGGUNAKAN METODE FUZZY MULTI CRITERIA DECISION MAKING

Indah Lestari Sumitro (Halu Oleo University)
Ika Purwanti Ningrum (Halu Oleo University)
Rahmat Ramadhan (Halu Oleo University)



Article Info

Publish Date
20 Apr 2016

Abstract

Fuzzy Multi Criteria Decision Making (FMCDM) can be seen as MCDM (Multi Criteria Decision Making) with fuzzy data. Fuzzy data can be applied for every alternatives or level of importance in every criterion. Every criteria or indications and kind of disease alternatives usually contains unpredictable values that prediction which given by decision maker done by qualitative and represented linguistically. This research aims to help the decision maker to determine category of Diabetes Mellitus (DM) which suffered from each categories of DM which related to indications that being determined. The system created by taking some categories of DM as data which will be used in calculation. The experiment that used the confusion matrix method  resulted the values of accuracy is 100%, sensitivity is 100% and specificity is ∞  (infinite). The output of this system is alternatives of this  diseased which Normal or undetected of DM, Pradiabetes, DM type 1, and DM type 2. Keywords— Confusion Matrix, Diabetes Melitus, Fuzzy Multi Criteria DecisionMaking.

Copyrights © 2016






Journal Info

Abbrev

semantik

Publisher

Subject

Computer Science & IT Control & Systems Engineering

Description

Jurnal "semanTIK" merupakan salah satu media publikasi hasil-hasil penelitian dalam bidang teknologi informasi. Kajian penelitian dalam jurnal yaitu Rekayasa Perangkat Lunak, Jaringan Komputer, Sistem Cerdas, Sistem Informasi dan Robotika. Sasaran dalam penerbitan jurnal ini adalah Dosen, Mahasiswa ...