A Decision Support System using ANFIS to Determine the Major of Prospective Students in A Vocational School of Indonesia

摘要

A decision support system (DSS) plays an important role in accurately determining optimal solutions or decisions in a variety of ways, including the activity of selecting most appropriate major for prospective students. This work aims to develop a computerbased DSS the most appropriate major using Adaptive NeuroFuzzy Inference System (ANFIS) based on the following determinant variables, the first is national exam scores (mathematics, Bahasa Indonesia, English, and Natural Science); the second, Interesting to the majors (prospectivestudents choice); and the third, test question scores. The results show that the computerbased DSS has worked properly, effective and accurate to determine major of the prospective student in a vocational school.