PENGGUNAAN LOGIKA FUZZY DALAM PEMILIHAN PEMINATAN MAHASISWA UNTUK TUGAS AKHIR (Studi Kasus : Jurusan Teknik Informatika Informatic & Business Institute (IBI) Darmajaya); USAGE OF FUZZY LOGIC IN THE SELECTION OF STUDENT DETERMINATION FOR FINAL ASSIGNMENT (Case Study : Departement of Informatic Egineering in Informatic & Business Institute (IBI) Darmajaya)

YULMAINI, Widodo Prijodiprodjo

2011 | Disertasi | PROGRAM STUDI S2 ILMU KOMPUTER

Determination on final assignment specialization allows students to develop their capabilities to be better. Selection of specialization has been done by the students based on the number of students taking a particular specialization at a time, so the member of a specialization would be vary. This research using 2 methods, the Fuzzy Associative Memory (FAM) and Fuzzy Inference System (FIS)?Tsukamoto, to compare the results of the determination processes. The FAM method being proposed would give a specialization based on subject mapping scores and ensuing a decision based on data samples similarity in the system. FIS methods would give a specialization based on fuzzy rules. Based on 50 samples data gained from courses score shows results that FAM and FIS?Tsukamoto methods is 16 data or 32% of data fell in the same specialization and 34 data or 68% of data fell in different specialization. Further comparison results of the sample data and the FAM method shows that there are 16 students or 34% of them had made their right choice with samples data, while there are 13 students or 26% of them made their right choice with samples data using the FIS methods. Comparative analysis determination results FAM method and FIS?Tsukamoto with the periods of study length show that FAM method is more suitable to use in directing the student’s for their final specialization. The students who choose the specialization based on FAM method tend to complete their study in shorter periods.

Kata Kunci : Peminatan Tugas Akhir, FAM, FIS?Tsukamoto