SISTEM REKOMENDASI PEMILIHAN JURUSAN DI MADRASAH ALIYAH NEGERI 1 YOGYAKARTA MENGGUNAKAN CASE BASED REASONING
2013
Madrasah Aliyah Negeri 1 Yogyakarta is a school that try to facilitate students in
academic matters. Selection programs study at MAN 1 Yogyakarta is one of the
ways in which the school in order to prepare students according to the grade,
talents and interests. The problem that often occurs during the process of selection
program study in MAN 1 Yogyakarta is the difficulty in calculating the amount
of the grade and consideration in this matter and psikotest student interest due to
the amount of data that must be processed by the school. Therefore needed an
application that is able to manage the data of the students and provide
recommendations appropriate for students recommendation in accordance with
existing criteria.
This study uses Case Based Reasoning (CBR), where CBR is a knowledge based
approach to study and solve problems based on past experiences stored in the
system is called the base case. The criteria used for selection program study at
MAN 1 Yogyakarta is academic grade, psikotest grade and the value of interest.
The data of the students who have entered will be managed and processed by the
system using CBR and produces output in the form of total percentage similarity
for selection program study cases with cases stored in the system, which is then
subject the solution of the cases that have the highest similarity will be used back.
In search of similarity values will be compared with the threshold value.
Based on the input of the case suggests that the calculation of the same system
with manual calculations. The system is able to provide recommendations for the
students. It is based off of the results of testing the system as much as 97 % of the
respondents agree with the system are made.
Keywords: CBR (Case Based Reasoning), MAN 1 Yogyakarta, threshold
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